Patent Grant
12073147
The disclosed embodiments relate generally to digital assistant systems, and more specifically, to context and/or conversation persistence.
Just like human personal assistants, digital assistant systems can perform requested tasks and provide requested advice, information, or services. A digital assistant system's ability to fulfill a user's request is dependent on the digital assistant system's correct comprehension of the request or instructions. Recent advances in natural language processing have enabled users to interact with digital assistant systems using natural language, in spoken or textual forms. Such digital assistant systems can interpret the user's input to infer the user's intent, translate the inferred intent into actionable tasks and parameters, execute operations or deploy services to perform the tasks, and produce output that is intelligible to the user. Ideally, the output produced by a digital assistant system should fulfill the user's intent expressed during the natural language interaction between the user and the digital assistant system.
The ability of a digital assistant system to produce satisfactory responses to user requests depends on the natural language processing, knowledge base, and artificial intelligence available to the digital assistant system. Moreover, while numerous third party systems and services currently exist, there is no efficient means for a digital assistant system to enable context and/or conversation persistence across two or more non-continuous instances of a digital assistant.
The embodiments disclosed herein provide methods, devices, systems, and non-transitory computer readable storage media for operating a digital assistant so as to enable context and/or conversation persistence.
Accordingly, some embodiments provide a method of operating a digital assistant, performed at an electronic device having a display, one or more processors and memory storing one or more programs for execution by the one or more processors, the method comprising displaying a first dialogue in a first instance of a digital assistant user interface. In response to a request to display a user interface different from the digital assistant user interface, the method includes displaying the user interface different from the digital assistant user interface. In response to a request to invoke the digital assistant, the method further includes displaying a second instance of the digital assistant user interface, including displaying a second dialogue in the second instance of the digital assistant user interface, where the first dialogue remains available for display in the second instance of the digital assistant user interface.
In some embodiments, the method further comprising, prior to displaying the first instance of the digital assistant user interface: detecting a prior request to invoke the digital assistant; detecting a speech input; and providing a transcription of the speech input, where the first dialogue includes the transcription of the speech input.
In some embodiments, the method further comprising, in response to the request to display the user interface different from the digital assistant user interface, ceasing to display the digital assistant user interface.
In some embodiments, the method further comprising: displaying a first affordance in the second instance of the digital assistant user interface; detecting a user selection of the first affordance; and in response to the user selection of the first affordance, displaying at least a portion of the first dialogue in the second instance of the digital assistant user interface.
In some embodiments, the method further comprising, displaying at least a portion of the first dialogue in the second instance of the digital assistant user interface.
In some embodiments, the method further comprising: displaying a second affordance corresponding to a respective sub-portion of the first dialogue; detecting a user selection of the second affordance; and in response to the user selection of the second affordance, ceasing to display at least some of the respective sub-portion of the first dialogue.
In some embodiments, the method further comprising, in response to the user selection of the second affordance, excluding context data associated with the sub-portion of the first dialogue from a context history of the digital assistant.
In some embodiments, the method further comprising: storing context data associated with the first dialogue in a context history of the digital assistant; determining whether the request to invoke the digital assistant satisfies a first predetermined condition; and in accordance with a determination that the request to invoke the digital assistant satisfies the first predetermined condition, invoking the stored context data while displaying the second instance of the digital assistant user interface.
In some embodiments, the first predetermined condition is satisfied when the request to invoke the digital assistant is received within a predetermined context expiration time period.
In some embodiments, the method further comprising, deleting the context data associated with the first dialogue from the context history upon expiration of the predetermined context expiration time period.
In some embodiments, the first predetermined condition is not satisfied when the electronic device is locked.
In some embodiments, the second dialogue includes a user query to the digital assistant, and the method further comprises: storing context data associated with the first dialogue in a context history of the digital assistant; and while displaying the second instance of the digital assistant user interface, in accordance with a determination that a predetermined context condition has been satisfied, responding to the user query to the digital assistant using the stored context data while determining a response to the user query.
In some embodiments, the predetermined context condition is satisfied when, in response to a user action performed during display of the second instance of the digital assistant user interface, at least a portion of the first dialogue is displayed in the second instance of the digital assistant user interface.
In some embodiments, the method further comprising: determining whether the request to invoke the digital assistant satisfies a second predetermined condition; in accordance with a determination that the request to invoke the digital assistant satisfies the second predetermined condition, displaying the second instance of the digital assistant user interface, including displaying the second dialogue in the second instance of the digital assistant user interface, wherein the first dialogue remains available for display in the second instance of the digital assistant user interface; and in accordance with a determination that the request to invoke the digital assistant does not satisfy the second predetermined condition, displaying the second instance of the digital assistant user interface without making the first dialogue available for display in the second instance of the digital assistant user interface.
In some embodiments, the second predetermined condition is satisfied when the request to invoke the digital assistant is received within a predetermined conversation expiration time period.
In some embodiments, the method further comprising: storing context data associated with the first dialogue in a context history of the digital assistant; determining whether the request to invoke the digital assistant satisfies a first predetermined condition, wherein the first predetermined condition is satisfied when the request to invoke the digital assistant is received within a predetermined context expiration time period; in accordance with a determination that the request to invoke the digital assistant satisfies the first predetermined condition, invoking the stored context data while displaying the second instance of the digital assistant user interface; and deleting the context data associated with the first dialogue from the context history upon expiration of the predetermined context expiration time period, where the predetermined context expiration time period is shorter than the predetermined conversation expiration time period.
In some embodiments, the second predetermined condition is not satisfied when the electronic device is locked.
In some embodiments, the second predetermined condition comprises a condition that is satisfied when the request to invoke the digital assistant is received prior to detection of a predetermined number of user interactions with the electronic device after displaying the first dialogue.
In some embodiments, the request to display the user interface different from the digital assistant user interface corresponds to a user input to display the user interface different from the digital assistant user interface.
In some embodiments, the user input to display the user interface different from the digital assistant user interface corresponds to a request to launch an application.
In some embodiments, the user interface different from the digital assistant user interface does not correspond to the digital assistant.
In some embodiments, the user interface different from the digital assistant user interface is associated with an application distinct from the digital assistant.
Some embodiments provide a method of operating a digital assistant, performed at two or more electronic devices each having a display, one or more processors and memory storing one or more programs for execution by the one or more processors, the method comprising, displaying a first dialogue in a first user interface of a digital assistant at a first device. At a second device different from the first device, the method further comprising, displaying a second dialogue in a second user interface of the digital assistant in response to a request to invoke the digital assistant on the second device, where the first dialogue is available for display in the second user interface.
In accordance with some embodiments, a non-transitory computer readable storage medium has stored therein instructions, which, when executed by an electronic device, cause the device to perform the operations of any of the methods described above. In accordance with some embodiments, an electronic device includes one or more processors, memory, and one or more programs; the one or more programs are stored in the memory and configured to be executed by the one or more processors and the one or more programs include instructions for performing the operations of any of the methods described above. In accordance with some embodiments, a graphical user interface on an electronic device with a display, a memory, and one or more processors to execute one or more programs stored in the memory, the graphical user interface comprising user interfaces displayed in accordance with any of the methods described above. In accordance with some embodiments, an electronic device includes means for performing the operations of any of the methods described above. In accordance with some embodiments, an information processing apparatus, for use in an electronic device includes means for performing the operations of any of the methods described above.
In accordance with some embodiments, an electronic device includes a touch screen display unit configured to display a user interface and to receive touch input and a sound receiving unit configured to receive sound input. The electronic device also includes a processing unit coupled to the touch screen display unit and the sound receiving unit. The processing unit is configured to enable display of a first dialogue in a first instance of a digital assistant user interface on the touch screen display unit. In response to a request to enable display of a user interface different from the digital assistant user interface, the processing unit is configured to enable display of the user interface different from the digital assistant user interface. In response to a request to invoke the digital assistant, the processing unit is further configured to enable display of a second instance of the digital assistant user interface on the touch screen display unit, including enabling display of a second dialogue in the second instance of the digital assistant user interface, where the first dialogue remains available for display in the second instance of the digital assistant user interface.
In accordance with some embodiments, a system includes two or more electronic devices. A first electronic device includes a touch screen display unit configured to display a user interface and to receive touch input, and a sound receiving unit configured to receive sound input. The first electronic device also includes a processing unit coupled to the touch screen display unit and the sound receiving unit. A second electronic device includes a touch screen display unit configured to display a user interface and to receive touch input and a sound receiving unit configured to receive sound input. The second electronic device also includes a processing unit coupled to the touch screen display unit and the sound receiving unit. The processing unit of the first electronic device is configured to enable display of a first dialogue in a first user interface of a digital assistant on the touch screen display unit. In response to a request to invoke the digital assistant on the second electronic device, the processing unit of the second electronic device is configured to enable display of a second dialogue in a second user interface of the digital assistant on the touch screen display unit, where the first dialogue is available for display in the second user interface.
The details of one or more embodiments of the subject matter described in this specification are set forth in the accompanying drawings and the description below. Other features, aspects, and advantages of the subject matter will become apparent from the description, the drawings, and the claims.
Like reference numerals refer to corresponding parts throughout the drawings.
Specifically, a digital assistant (DA) is capable of accepting a user request at least partially in the form of a natural language command, request, statement, narrative, and/or inquiry. Typically, the user request seeks either an informational answer or performance of a task by the digital assistant. A satisfactory response to the user request is either provision of the requested informational answer, performance of the requested task, or a combination of the two. For example, a user may ask the digital assistant a question, such as “Where am I right now?” Based on the user's current location, the digital assistant may answer, “You are in Central Park.” The user may also request the performance of a task, for example, “Please remind me to call Mom at 4 PM today.” In response, the digital assistant may acknowledge the request and then create an appropriate reminder item in the user's electronic schedule. During performance of a requested task, the digital assistant sometimes interacts with the user in a continuous dialogue involving multiple exchanges of information over an extended period of time. There are numerous other ways of interacting with a digital assistant to request information or performance of various tasks. In addition to providing verbal responses and taking programmed actions, the digital assistant also provides responses in other visual or audio forms (e.g., as text, alerts, music, videos, animations, etc.).
An example of a digital assistant is described in Applicant's U.S. Utility application Ser. No. 12/987,982 for “Intelligent Automated Assistant,” filed Jan. 10, 2011, the entire disclosure of which is incorporated herein by reference.
As shown in
In some embodiments, DA-server 106 includes a client-facing I/O interface 112, one or more processing modules 114, data and models 116, and an I/O interface to external services 118. The client-facing I/O interface facilitates the client-facing input and output processing for digital assistant server 106. One or more processing modules 114 utilize data and models 116 to determine the user's intent based on natural language input and perform task execution based on inferred user intent. In some embodiments, DA-server 106 communicates with external services 120 through the network(s) 110 for task completion or information acquisition. The I/O interface to external services 118 facilitates such communications.
Examples of user device 104 include, but are not limited to, a handheld computer, a personal digital assistant (PDA), a tablet computer, a laptop computer, a desktop computer, a cellular telephone, a smart phone, an enhanced general packet radio service (EGPRS) mobile phone, a media player, a navigation device, a game console, a television, a remote control, or a combination of any two or more of these data processing devices or other data processing devices. More details on user device 104 are provided in reference to an exemplary user device 104 shown in
Examples of the communication network(s) 110 include local area networks (“LAN”) and wide area networks (“WAN”) such as the Internet. Communication network(s) 110 are, optionally, implemented using any known network protocol, including various wired or wireless protocols, such as Ethernet, Universal Serial Bus (USB), FIREWIRE, Global System for Mobile Communications (GSM), Enhanced Data GSM Environment (EDGE), code division multiple access (CDMA), time division multiple access (TDMA), Bluetooth, Wi-Fi, voice over Internet Protocol (VOIP), Wi-MAX, or any other suitable communication protocol.
Server system 108 is implemented on one or more standalone data processing apparatuses or a distributed network of computers. In some embodiments, server system 108 also employs various virtual devices and/or services of third party service providers (e.g., third-party cloud service providers) to provide the underlying computing resources and/or infrastructure resources of server system 108.
Although the digital assistant shown in
For example, a motion sensor 210, a light sensor 212, and a proximity sensor 214 are coupled to the peripherals interface 206 to facilitate orientation, light, and proximity sensing functions. One or more other sensors 216, such as a positioning system (e.g., a GPS receiver), a temperature sensor, a biometric sensor, a gyroscope, a compass, an accelerometer, and the like, are also connected to peripherals interface 206, to facilitate related functionalities.
In some embodiments, a camera subsystem 220 and an optical sensor 222 are utilized to facilitate camera functions, such as taking photographs and recording video clips. Communication functions are facilitated through one or more wired and/or wireless communication subsystems 224, which can include various communication ports, radio frequency receivers and transmitters, and/or optical (e.g., infrared) receivers and transmitters. An audio subsystem 226 is coupled to speakers 228 and a microphone 230 to facilitate voice-enabled functions, such as voice recognition, voice replication, digital recording, and telephony functions.
In some embodiments, an I/O subsystem 240 is also coupled to peripheral interface 206. I/O subsystem 240 includes a touch screen controller 242 and/or other input controller(s) 244. Touch-screen controller 242 is coupled to a touch screen 246. Touch screen 246 and the touch screen controller 242 can, for example, detect contact and movement or break thereof using any of a plurality of touch sensitivity technologies, such as capacitive, resistive, infrared, surface acoustic wave technologies, proximity sensor arrays, and the like. Other input controller(s) 244 can be coupled to other input/control devices 248, such as one or more buttons, rocker switches, a thumb-wheel, an infrared port, a USB port, and/or a pointer device such as a stylus.
In some embodiments, memory interface 202 is coupled to memory 250. Memory 250 can include high-speed random access memory and/or non-volatile memory, such as one or more magnetic disk storage devices, one or more optical storage devices, and/or flash memory (e.g., NAND or NOR).
In some embodiments, the memory 250 stores an operating system 252, a communication module 254, a graphical user interface module 256, a sensor processing module 258, a phone module 260, and applications 262. Operating system 252 includes instructions for handling basic system services and for performing hardware dependent tasks. Communication module 254 facilitates communicating with one or more additional devices, one or more computers and/or one or more servers. Graphical user interface module 256 facilitates graphic user interface processing. Sensor processing module 258 facilitates sensor-related processing and functions. Phone module 260 facilitates phone-related processes and functions. Application module 262 facilitates various functionalities of user applications, such as electronic-messaging, web browsing, media processing, navigation, imaging and/or other processes and functions.
As described in this specification, memory 250 also stores client-side digital assistant instructions (e.g., in a digital assistant client module 264) and various user data 266 (e.g., user-specific vocabulary data, preference data, and/or other data such as the user's electronic address book, to-do lists, shopping lists, etc.) to provide the client-side functionalities of the digital assistant.
In various embodiments, digital assistant client module 264 is capable of accepting voice input (e.g., speech input), text input, touch input, and/or gestural input through various user interfaces (e.g., I/O subsystem 244) of user device 104. Digital assistant client module 264 is also capable of providing output in audio (e.g., speech output), visual, and/or tactile forms. For example, output can be provided as voice, sound, alerts, text messages, menus, graphics, videos, animations, vibrations, and/or combinations of two or more of the above. During operation, digital assistant client module 264 communicates with the digital assistant server using communication subsystems 224.
In some embodiments, digital assistant client module 264 utilizes the various sensors, subsystems and peripheral devices to gather additional information from the surrounding environment of user device 104 to establish a context associated with a user, the current user interaction, and/or the current user input. In some embodiments, digital assistant client module 264 provides the context information or a subset thereof with the user input to the digital assistant server to help infer the user's intent. In some embodiments, the digital assistant also uses the context information to determine how to prepare and deliver outputs to the user.
In some embodiments, the context information that accompanies the user input includes sensor information, such as lighting, ambient noise, ambient temperature, images or videos of the surrounding environment, and the like. In some embodiments, the context information also includes the physical state of user device 104 (e.g., device orientation, device location, device temperature, power level, speed, acceleration, motion patterns, cellular signals strength, etc.). In some embodiments, information related to the software state of user device 104 (e.g., running processes, installed programs, past and present network activities, background services, error logs, resources usage, etc.) is provided to the digital assistant server as context information associated with a user input.
In some embodiments, digital assistant client module 264 selectively provides information (e.g., user data 266) stored on user device 104 in response to requests from the digital assistant server. In some embodiments, digital assistant client module 264 also elicits additional input from the user via a natural language dialogue or other user interfaces upon request by digital assistant server 106. Digital assistant client module 264 passes the additional input to digital assistant server 106 to help digital assistant server 106 in intent inference and/or fulfillment of the user's intent expressed in the user request.
In various embodiments, memory 250 includes additional instructions or fewer instructions. Furthermore, various functions of user device 104 may be implemented in hardware and/or in firmware, including in one or more signal processing and/or application specific integrated circuits.
Digital assistant system 300 includes memory 302, one or more processors 304, an input/output (I/O) interface 306, and a network communications interface 308. These components communicate with one another over one or more communication buses or signal lines 310.
In some embodiments, memory 302 includes a non-transitory computer readable storage medium, such as high-speed random access memory and/or a non-volatile storage medium (e.g., one or more magnetic disk storage devices, flash memory devices, or other non-volatile solid-state memory devices).
In some embodiments, I/O interface 306 couples input/output devices 316 of digital assistant system 300, such as displays, keyboards, touch screens, and microphones, to user interface module 322. I/O interface 306, in conjunction with user interface module 322, receives user inputs (e.g., voice input, keyboard inputs, touch inputs, etc.) and processes them accordingly. In some embodiments, digital assistant system 300 includes any of the components and I/O and communication interfaces described with respect to user device 104 in
In some embodiments, network communications interface 308 includes wired communication port(s) 312 and/or wireless transmission and reception circuitry 314. Wired communication port(s) receive and send communication signals via one or more wired interfaces such as Ethernet, Universal Serial Bus (USB), FIREWIRE, and the like. Wireless circuitry 314 receives and sends RF signals and/or optical signals from/to communications networks and other communications devices. The wireless communications, optionally, use any of a plurality of communications standards, protocols and technologies, such as GSM, EDGE, CDMA, TDMA, Bluetooth, Wi-Fi, VOIP, Wi-MAX, or any other suitable communication protocol. Network communications interface 308 enables communication between digital assistant system 300 and other devices via one or more networks (e.g., the Internet, an intranet, a wireless network, such as a cellular telephone network, a wireless local area network (LAN) or a metropolitan area network (MAN)).
In some embodiments, memory 302, or the computer readable storage media of memory 302, stores programs, modules, instructions, and data structures including all or a subset of: an operating system 318, a communications module 320, a user interface module 322, one or more applications 324, and a digital assistant module 326. One or more processors 304 execute these programs, modules, and instructions, and reads/writes from/to the data structures.
Operating system 318 (e.g., Darwin, RTXC, LINUX, UNIX, OS X, WINDOWS, or an embedded operating system such as VxWorks) includes various software components and/or drivers for controlling and managing general system tasks (e.g., memory management, storage device control, power management, etc.) and facilitates communications between various hardware, firmware, and software components.
Communications module 320 facilitates communications over network communications interface 308 between digital assistant system 300 and other devices. For example, communication module 320, optionally, communicates with communication interface 254 of user device 104 shown in
User interface module 322 receives commands and/or inputs from a user via I/O interface 306 (e.g., from a keyboard, touch screen, pointing device, controller, and/or microphone), and generates user interface objects on a display. User interface module 322 also prepares and delivers outputs (e.g., speech, sound, animation, text, icons, vibrations, haptic feedback, light, etc.) to the user via I/O interface 306 (e.g., through displays, audio channels, speakers, touch-pads, etc.).
The one or more applications 324 include programs and/or modules that are configured to be executed by the one or more processors 304. For example, if the digital assistant system is implemented on a standalone user device, one or more applications 324, optionally, include user applications, such as games, a calendar application, a navigation application, or an email application. If digital assistant system 300 is implemented on a server farm, the one or more applications 324, optionally, include resource management applications, diagnostic applications, or scheduling applications.
Memory 302 also stores digital assistant module 326 (or the server portion of a digital assistant). In some embodiments, digital assistant module 326 includes the following sub-modules, or a subset or superset thereof: an input/output processing module 328, a speech-to-text (STT) processing module 330, a natural language processing module 332, a dialogue flow processing module 340, a task flow processing module 342, a service processing module 346, and a background processing module 350. Each of these modules has access to one or more of the following data and models of the digital assistant 326, or a subset or superset thereof: ontology 334, vocabulary index 336, user data 338, task flow models 344, service models 348, and user log 352.
In some embodiments, using the processing modules, data, and models implemented in digital assistant module 326, digital assistant system 300 performs at least some of the following: identifying a user's intent expressed in a natural language input received from the user; actively eliciting and obtaining information needed to fully infer the user's intent (e.g., by disambiguating words, names, intentions, etc.); determining the task flow for fulfilling the inferred intent; and executing the task flow to fulfill the inferred intent. In some embodiments, the digital assistant also takes appropriate actions when a satisfactory response was not or could not be provided to the user for various reasons.
In some embodiments, as shown in
STT processing module 330 receives speech input (e.g., a user utterance captured in a voice recording) through I/O processing module 328. In some embodiments, STT processing module 330 uses various acoustic and language models to recognize the speech input as a sequence of phonemes, and ultimately, a sequence of words or tokens written in one or more languages. The speech-to-text processing module 330 can be implemented using any suitable speech recognition techniques, acoustic models, and language models such as Hidden Markov Models, Dynamic Time Warping (DTW) based speech recognition, and other statistical and/or analytical techniques. In some embodiments, speech-to-text processing can be performed at least partially by a third party service or on the user's device. Once STT processing module 330 obtains the result of the speech-to-text processing (e.g., a sequence of words or tokens), STT processing module 330 passes the result to natural language processing module 332 for intent inference.
More details on the speech-to-text processing are described in U.S. Utility application Ser. No. 13/236,942 for “Consolidating Speech Recognition Results,” filed on Sep. 20, 2011, the entire disclosure of which is incorporated herein by reference.
Natural language processing module 332 (sometimes herein also called a “natural language processor”) of the digital assistant takes the sequence of words or tokens (or token sequence) generated by speech-to-text processing module 330, and attempts to associate the token sequence with one or more actionable intents recognized by the digital assistant. An “actionable intent” represents a task that can be performed by the digital assistant and has an associated task flow implemented in task flow models 344. The associated task flow is a series of programmed actions and steps that the digital assistant takes in order to perform the task. The scope of a digital assistant's capabilities is dependent on the number and variety of task flows that have been implemented and stored in task flow models 344 or, in other words, on the number and variety of actionable intents that the digital assistant recognizes. The effectiveness of the digital assistant, however, is also dependent on the digital assistant's ability to infer the correct actionable intent(s) from the user request expressed in natural language.
In some embodiments, in addition to the token sequence obtained from STT processing module 330, natural language processor 332 also receives context information associated with the user request (e.g., from I/O processing module 328). Natural language processor 332, optionally, uses the context information to clarify, supplement, and/or further define the information contained in the token sequence received from STT processing module 330. The context information includes, for example, user preferences, hardware and/or software states of the user device, sensor information collected before, during, or shortly after the user request, prior interactions (e.g., dialogue) between the digital assistant and the user, and the like.
In some embodiments, the natural language processing is based on ontology 334. Ontology 334 is a hierarchical structure containing many nodes, each node representing either an “actionable intent” or a “property” relevant to one or more of the “actionable intents” or other “properties.” As noted above, an “actionable intent” represents a task that the digital assistant is capable of performing (i.e., it is actionable or can be acted on). A “property” represents a parameter associated with an actionable intent or a sub-aspect of another property. A linkage between an actionable intent node and a property node in ontology 334 defines how a parameter represented by the property node pertains to the task represented by the actionable intent node.
In some embodiments, ontology 334 is made up of actionable intent nodes and property nodes. Within ontology 334, each actionable intent node is linked to one or more property nodes either directly or through one or more intermediate property nodes. Similarly, each property node is linked to one or more actionable intent nodes either directly or through one or more intermediate property nodes. For example, as shown in
An actionable intent node, along with its linked property nodes, is sometimes described as a “domain.” In the present discussion, each domain is associated with a respective actionable intent, and refers to the group of nodes (and the relationships therebetween) associated with the particular actionable intent. For example, ontology 334 shown in
While
In some embodiments, the ontology 334 includes all the domains (and hence actionable intents) that the digital assistant is capable of understanding and acting upon. In some embodiments, ontology 334 is optionally modified, such as by adding or removing entire domains or nodes, or by modifying relationships between the nodes within ontology 334.
In some embodiments, nodes associated with multiple related actionable intents are optionally clustered under a “super domain” in ontology 334. For example, a “travels” super domain optionally includes a cluster of property nodes and actionable intent nodes related to travel. The actionable intent nodes related to travel optionally include “airline reservation,” “hotel reservation,” “car rental,” “get directions,” “find points of interest,” and so on. The actionable intent nodes under the same super domain (e.g., the “travels” super domain) sometimes have many property nodes in common. For example, the actionable intent nodes for “airline reservation,” “hotel reservation,” “car rental,” “get directions,” “find points of interest” sometimes share one or more of the property nodes “start location,” “destination,” “departure date/time,” “arrival date/time,” and “party size.”
In some embodiments, each node in ontology 334 is associated with a set of words and/or phrases that are relevant to the property or actionable intent represented by the node. The respective set of words and/or phrases associated with each node is the so-called “vocabulary” associated with the node. The respective set of words and/or phrases associated with each node can be stored in vocabulary index 336 in association with the property or actionable intent represented by the node. For example, returning to
Natural language processor 332 receives the token sequence (e.g., a text string) from speech-to-text processing module 330, and determines what nodes are implicated by the words in the token sequence. In some embodiments, if a word or phrase in the token sequence is found to be associated with one or more nodes in ontology 334 (via vocabulary index 336), the word or phrase will “trigger” or “activate” those nodes. Based on the quantity and/or relative importance of the activated nodes, natural language processor 332 will select one of the actionable intents as the task that the user intended the digital assistant to perform. In some embodiments, the domain that has the most “triggered” nodes is selected. In some embodiments, the domain having the highest confidence value (e.g., based on the relative importance of its various triggered nodes) is selected. In some embodiments, the domain is selected based on a combination of the number and the importance of the triggered nodes. In some embodiments, additional factors are considered in selecting the node as well, such as whether the digital assistant has previously correctly interpreted a similar request from a user.
In some embodiments, the digital assistant also stores names of specific entities in vocabulary index 336, so that when one of these names is detected in the user request, natural language processor 332 will be able to recognize that the name refers to a specific instance of a property or sub-property in the ontology. In some embodiments, the names of specific entities are names of businesses, restaurants, people, movies, and the like. In some embodiments, the digital assistant searches and identifies specific entity names from other data sources, such as the user's address book, a movies database, a musicians database, and/or a restaurant database. In some embodiments, when natural language processor 332 identifies that a word in the token sequence is a name of a specific entity (e.g., a name in the user's address book), that word is given additional significance in selecting the actionable intent within the ontology for the user request.
For example, when the words “Mr. Santo” are recognized in a user request and the last name “Santo” is found in vocabulary index 336 as one of the contacts in the user's address book, then it is likely that the user request corresponds to a “send a message” or an “initiate a phone call” domain. For another example, when the words “ABC Café” are found in a user request and the term “ABC Café” is found in the vocabulary index 336 as the name of a particular restaurant in the user's city, then it is likely that the user request corresponds to a “restaurant reservation” or a “find restaurants” domain.
User data 338 includes user-specific information, such as user-specific vocabulary, user preferences, user address or home location, user's default and secondary languages, user's address book, and other short-term or long-term information for each user. In some embodiments, natural language processor 332 uses the user-specific information to supplement the information contained in a user input to further define the user intent. For example, for a user request “invite my friends to my birthday party,” natural language processor 332 is able to access user data 338 to determine who the “friends” are and when and where the “birthday party” would be held, rather than requiring the user to provide such information explicitly in his/her request.
Other details of searching an ontology based on a token string is described in U.S. Utility application Ser. No. 12/341,743 for “Method and Apparatus for Searching Using An Active Ontology,” filed Dec. 22, 2008, the entire disclosure of which is incorporated herein by reference.
In some embodiments, once natural language processor 332 identifies an actionable intent (or domain) based on the user request, natural language processor 332 generates a structured query to represent the identified actionable intent. In some embodiments, the structured query includes parameters for one or more nodes within the domain for the actionable intent, and at least some of the parameters are populated with the specific information and requirements specified in the user request. For example, the user states to the DA, “Make me a dinner reservation at a sushi place at 7.” In this case, natural language processor 332 may be able to correctly identify the actionable intent to be “restaurant reservation” based on the user input. According to the ontology, a structured query for a “restaurant reservation” domain optionally includes parameters such as {Cuisine}, {Time}, {Date}, {Party Size}, and the like. In some embodiments, based on the information contained in the user's utterance, natural language processor 332 generates a partial structured query for the restaurant reservation domain, where the partial structured query includes the parameters {Cuisine=“Sushi” } and {Time=“7 PM”}. In this example, the user's utterance, however, contains insufficient information to complete the structured query associated with the domain. Therefore, other necessary parameters such as {Party Size} and {Date} are not specified in the structured query based on the information currently available. In some embodiments, natural language processor 332 populates some parameters of the structured query with received context information. For example, in some embodiments, if the user requested a sushi restaurant “near me,” natural language processor 332 populates a {location} parameter in the structured query with GPS coordinates from user device 104.
In some embodiments, natural language processor 332 passes the structured query (including any completed parameters) to task flow processing module 342 (sometimes herein also called a “task flow processor”). Task flow processor 342 is configured to receive the structured query from natural language processor 332, complete the structured query, if necessary, and perform the actions required to “complete” the user's ultimate request. In some embodiments, the various procedures necessary to complete these tasks are provided in task flow models 344. In some embodiments, task flow models 344 include procedures for obtaining additional information from the user, and task flows for performing actions associated with the actionable intent.
As described above, in order to complete a structured query, task flow processor 342 sometimes needs to initiate additional dialogue with the user in order to obtain additional information, and/or disambiguate potentially ambiguous utterances. When such interactions are necessary, task flow processor 342 invokes dialogue processing module 340 (sometimes herein also called a “dialogue processor”) to engage in a dialogue with the user. In some embodiments, dialogue processor 340 determines how (and/or when) to ask the user for the additional information, and receives and processes the user responses. The questions are provided to and answers are received from the users through I/O processing module 328. In some embodiments, dialogue processor 340 presents dialogue output to the user via audio and/or visual output, and receives input from the user via spoken or physical (e.g., clicking) responses. Continuing with the example above, when task flow processor 342 invokes dialogue flow processor 340 to determine the “party size” and “date” information for the structured query associated with the domain “restaurant reservation,” dialogue flow processor 335 generates questions, such as “For how many people?” and “On which day?,” to pass to the user. Once answers are received from the user, the dialogue flow processor 340 can then populate the structured query with the missing information, or pass the information to task flow processor 342 to complete the missing information from the structured query.
Once task flow processor 342 has completed the structured query for an actionable intent, task flow processor 342 proceeds to perform the ultimate task associated with the actionable intent. Accordingly, task flow processor 342 executes the steps and instructions in the task flow model according to the specific parameters contained in the structured query. For example, the task flow model for the actionable intent of “restaurant reservation,” optionally, includes steps and instructions for contacting a restaurant and actually requesting a reservation for a particular party size at a particular time. For example, using a structured query, such as {restaurant reservation, restaurant=ABC Café, date=3/12/2012, time=7 PM, party size=5}, task flow processor 342, optionally, performs the steps of: (1) logging onto a server of the ABC Café or a restaurant reservation system such as OPENTABLE®; (2) entering the date, time, and party size information in a form on the website; (3) submitting the form; and (4) making a calendar entry for the reservation in the user's calendar.
In some embodiments, task flow processor 342 employs the assistance of a service processing module 346 (sometimes herein also called a “service processor”) to complete a task requested in the user input or to provide an informational answer requested in the user input. For example, service processor 346 can act on behalf of task flow processor 342 to make a phone call, set a calendar entry, invoke a map search, invoke or interact with other user applications installed on the user device, and invoke or interact with third party services (e.g., a restaurant reservation portal, a social networking website, a banking portal, etc.). In some embodiments, the protocols and application programming interfaces (API) required by each service can be specified by a respective service model among services models 348. Service processor 346 accesses the appropriate service model for a service and generates requests for the service in accordance with the protocols and APIs required by the service according to the service model.
For example, if a restaurant has enabled an online reservation service, the restaurant can submit a service model specifying the necessary parameters for making a reservation and the APIs for communicating the values of the necessary parameter to the online reservation service. When requested by task flow processor 342, service processor 346 can establish a network connection with the online reservation service using the web address stored in the service model, and send the necessary parameters of the reservation (e.g., time, date, party size) to the online reservation interface in a format according to the API of the online reservation service.
In some embodiments, natural language processor 332, dialogue processor 340, and task flow processor 342 are used collectively and iteratively to infer and define the user's intent, obtain information to further clarify and refine the user intent, and finally generate a response (e.g., an output to the user, or the completion of a task) to fulfill the user's intent.
In some embodiments, after all of the tasks needed to fulfill the user's request have been performed, digital assistant 326 formulates a confirmation response, and sends the response to the user through the I/O processing module 328. If the user request seeks an informational answer, the confirmation response presents the requested information to the user. In some embodiments, the digital assistant also requests the user to indicate whether the user is satisfied with the response produced by digital assistant 326.
In some embodiments, the digital assistant 326 includes a persistence module 350 with context history 352 and conversation history 354. The persistence module 350 is configured to enable conversation and/or context persistence across two or more non-continuous instances of a digital assistant. Persistence module 350 is discussed in more detail below with reference to
More details on the digital assistant can be found in the U.S. Utility application Ser. No. 12/987,982, entitled “Intelligent Automated Assistant,” filed Jan. 18, 2010, and also in U.S. Utility Application No. 61/493,201, entitled “Generating and Processing Data Items That Represent Tasks to Perform,” filed Jun. 3, 2011, the entire disclosures of which are incorporated herein by reference.
More details on the audibly invoking a digital assistant are described in U.S. Provisional Application Ser. No. 61/762,260, filed on Feb. 7, 2013, entitled “Voice Trigger for a Digital Assistant,” the entire disclosure of which is incorporated herein by reference.
Context persistence module 420 is configured to enable the persistence of contextual information across more than one instance of the DA. In some embodiments, context information from a previous instance (or session) of a DA user interface is used in intent inference by natural language processor 332 during a subsequent instance of the DA user interface. For example, while in a first instance of a DA user interface, a user asks the DA, “What is the weather in New York City?” In response to the user request, the DA indicates the current temperature and prevailing weather in New York City. Subsequently, the user leaves the first instance of the DA user interface, goes to a user interface different from the DA user interface (e.g., the home screen of the device, the lock screen of the device, or an application separate from the DA), and re-enters the DA user interface in a second instance of the DA user interface at a time following (or later than) exiting the first instance of the DA user interface. While in the second instance of the DA user interface, the user asks the DA, “What about in DC?” The DA is enabled to use contextual information corresponding to the dialogue between the user and the DA from the first instance of the DA user interface to answer the user's question in the second instance of the DA user interface. For example, the DA maintains the “weather” context while in the second instance of the DA user interface and responds to the user's request by visually and/or audibly presenting the current temperature and prevailing weather in Washington, DC.
Context persistence module 420 includes context history 352 and a first condition module 422. Context history 352 is a short term, or cache, memory that stores contextual information from one or more previous instances of the DA. In some embodiments, context history 352 is separate from user log 356 and only stores contextual information related to dialogue between the DA and the user. In some embodiments, context history 352 is stored in DA-server 106 of server system 108 (e.g., in data 116 of DA-sever 106). First condition module 422 triggers the usage of contextual information stored in context history 352 in a second instance of a DA as long as a first predetermined condition is satisfied. In some embodiments, the first predetermined condition is a context expiration time period (e.g., one minute). For example, contextual information from a first instance of a DA is used in a second instance of the DA as long as the second instance of the DA is invoked within one minute of leaving the first instance of the DA. In some embodiments, if the first predetermined condition is not satisfied (e.g., the content expiration time period expires), the contextual information related to the first instance of the DA is deleted from context history 352.
Conversation persistence module 430 is configured to enable the persistence of conversation (or dialogue) information across more than one instance of the DA. In some embodiments, conversation information including at least a portion of a transcript of a dialogue between a user and a DA in a previous instance of a DA user interface is available for display in a subsequent instance of the DA user interface. For example, while in a first instance of a DA user interface, a user asks the DA, “Show me nearby Pakistani restaurants,” and receives a list of six Pakistani restaurants within a ten mile radius of the user's current location. Subsequently, the user leaves the first instance of the DA user interface, goes to a user interface different from the DA user interface (e.g., the home screen of the device, the lock screen of the device, or an application separate from the DA), and re-enters the DA user interface in a second instance of the DA user interface. While in the second instance of the DA user interface, the list of six Pakistani restaurants is available for display. In some embodiments, a fraction of the previous dialogue between the user and the DA is displayed, or a peek through of the previous dialogue between the user and the DA is displayed under a partially transparent banner. In some embodiments, the remainder of the dialogue between the user and the DA from the first instance of the DA user interface is available for display by scrolling up while in the second instance of the DA user interface.
Conversation persistence module 430 includes conversation history 354 and a second condition module 432. Conversation history 354 is a short term, or cache, memory that stores conversation information including a transcript of a dialogue between the user and the DA from one or more previous instances of the DA. In some embodiments, conversation history 354 is a separate memory from context history 352. In some other embodiments, conversation history 354 and context history 352 are included in the same memory. In some embodiments, conversation history 354 is stored in DA-server 106 of server system 108 (e.g., in data 116 of DA-sever 106). Second condition module 432 triggers the usage of conversation information stored in conversation history 354 in a second instance of a DA as long as a second predetermined condition is satisfied. In some embodiments, the second predetermined condition is a conversation expiration time period (e.g., eight minutes). For example, conversation information (e.g., a transcript of dialogue) from a first instance of a DA is available for display in a second instance of the DA as long as the second instance of the DA is invoked within eight minutes of leaving the first instance of the DA. In some embodiments, if the second predetermined condition is not satisfied (e.g., the conversation expiration time period expires), the conversation information related to the first instance of the DA is deleted from conversation history 354.
Although
Attention is now directed towards embodiments of user interfaces (“UI”) that are, optionally, implemented on user device 104.
It should be noted that the icon labels illustrated in
More details on the display of related information within an instance of a DA user interface are described in U.S. Provisional Application Ser. No. 61/657,736, filed on Jun. 8, 2012, entitled “Intelligent Automated Assistant,” the entire disclosure of which is incorporated herein by reference.
In some implementations, conversation expiration timer 528 is an eight minute timer that starts upon the user exiting the DA user interface. In some other implementations, conversation expiration timer 528 is a predetermined duration (e.g., 0, 2, 4, 6, 8, 10, etc. minutes) or a user defined duration. If the user invokes a subsequent instance of the DA within eight minutes second of exiting the DA user interface (or, more generally, before conversation expiration timer 528 expires), a portion of the transcript of the dialogue (or conversation) between the user and the DA from the previous instance of the DA is available for display in the subsequent instance of the DA user interface. If the user does not invoke a subsequent instance of the DA before conversation expiration timer 528 expires (e.g., within eight minutes second of exiting the DA user interface), the aforementioned portion of the transcript of the dialogue (or conversation) between the user and the DA from the previous instance of the DA is not available for display in the subsequent instance of the DA user interface.
As shown in
In some embodiments, if a respective topic is minimized within the collapsible directory structure, contextual information for portions of the dialogue related to the respective topic are excluded from context history. In turn, the excluded contextual information is not used in intent inference by natural language processor 332 when the DA is attempting to respond to a user's question or request.
As transcribed in box 544, the DA responds to the user's question by stating, “Would you like me to search the web for ‘What about in Paris France’?” The second instance of the DA user interface also displays a “search the web” button 545 which is configured to execute a web search for ‘What about in Paris France.’ In
In some embodiments, contextual information from the first instance of the digital user interface is invoked when at least a portion of the first dialogue between the DA and the user from the first instance of the DA user interface is displayed in user interface 503 on touch screen 112 in response to a user action (e.g., a tap or swipe gesture on touch screen 112). In
In
In
In some embodiments, prior to displaying the first instance of the digital assistant user interface, the electronic device: detects (602) a prior request to invoke the digital assistant; detects a speech input; and provides a transcription of the speech input, where the first dialogue includes the transcription of the speech input.
The electronic device displays (604) a first dialogue (e.g., a transcription of interactions between the user of user device 104 and the DA) in a first instance of a digital assistant user interface. In some embodiments, a user interface is an application environment. In some embodiments, the DA user interface occupies the entirety of touch screen 246 of user device 104.
In response to a request to display a user interface different from the digital assistant user interface, the electronic device displays (606) the user interface different from the digital assistant user interface.
In some embodiments, in response to the request to display the user interface different from the digital assistant user interface, the electronic device ceases (608) to display the digital assistant user interface (e.g., all vestiges of the DA user interface are removed from touch screen 246).
In some embodiments, the request to display the user interface different from the digital assistant user interface corresponds (610) to a user input to display the user interface different from the digital assistant user interface (e.g., the user touches or clicks the home button).
In some embodiments, the user input to display the user interface different from the digital assistant user interface corresponds (612) to a request to launch an application.
In some embodiments, the user interface different from the digital assistant user interface does not correspond (614) to the digital assistant (e.g., the user interface different from the DA user interface is not suggested or linked by the DA). In
In some embodiments, the user interface different from the digital assistant user interface is associated with (616) an application distinct from the digital assistant (e.g., a programmatic boundary is crossed). For example, in response to user input 525 over home button 509 in
In response to a request to invoke the digital assistant, the electronic device displays (618) a second instance of the digital assistant user interface, including displaying a second dialogue in the second instance of the digital assistant user interface, where the first dialogue remains available for display in the second instance of the digital assistant user interface. In some embodiments, the second instance of the DA user interface is displayed at a time following (or later than) exiting the first instance of the DA user interface. For example, in response to the long press with user touch input 526 over home button 509 in
In some embodiments, the electronic device (620): stores context data (sometimes herein called “contextual information” or “context information”) associated with the first dialogue in a context history of the digital assistant; determines whether the request to invoke the digital assistant satisfies a first predetermined condition; and in accordance with a determination that the request to invoke the digital assistant satisfies the first predetermined condition, uses the stored context data while displaying the second instance of the digital assistant user interface. For example, while in the first instance of the DA user interface, a user asks the DA, “What's the weather in New York City,” receives a response, and exits the first instance of the DA user interface. Thereafter, the user invokes a second instance of the DA and asks the DA, “How about in San Francisco.” In this example, the DA stores the weather topic (or context) from the first instance of the DA user interface in the DA's context history for the user and utilizes the weather context in the context history when responding to the user's question in the second instance of the DA user interface as long as the request to invoke the second instance of the DA satisfies a first predetermined condition.
In another example, while in the first instance of the DA user interface, a user asks the DA, “What is the weather in New York City,” receives a response, and exits the first instance of the DA user interface. Thereafter, the user invokes a second instance of the DA and asks the DA, “Show me pizzerias.” In this example, the DA stores the geographic (e.g., New York City) context from the first instance of the DA user interface in the DA's context history for the user and utilizes the geographic context in the context history when responding to the user's question in the second instance of the DA user interface as long as the request to invoke the second instance of the DA satisfies a first predetermined condition.
In some embodiments, the first predetermined condition is satisfied (622) when the request to invoke the digital assistant is received within a predetermined context expiration time period. For example, while in the first instance of the DA user interface, user device 104 stores contextual information corresponding to the dialogue related to the weather context displayed in
In the second instance of the DA user interface, for example, the user asks the DA, “What about in Paris France?”
In some embodiments, the electronic device deletes (624) the context data associated with the first dialogue from the context history upon expiration of the predetermined context expiration time period. In some embodiments, the predetermined context expiration time period expires about sixty seconds after the user device exits the first instance of the DA. For example, in
In the second instance of the DA user interface, for example, the user asks the DA, “What about in Paris France?”
In some embodiments, the first predetermined condition is not satisfied (626) when the electronic device is locked. In some embodiments, contextual information from a previous instance of a DA user interface does not persist when the device is locked. Even though the DA can be accessed while the device is locked, context and conversation information does not persist from a previous instance of the DA user interface. Typically, this is for security or privacy reasons because a user of user device 104 may not want context or conversation information from a previous instance of the DA user interface to be available to a third party who cannot unlock user device 104.
In some embodiments, the electronic device (628): determines whether the request to invoke the digital assistant satisfies a second predetermined condition; in accordance with a determination that the request to invoke the digital assistant satisfies the second predetermined condition, displays the second instance of the digital assistant user interface, including displaying the second dialogue in the second instance of the digital assistant user interface, where the first dialogue remains available for display in the second instance of the digital assistant user interface; and in accordance with a determination that the request to invoke the digital assistant does not satisfy the second predetermined condition, displays the second instance of the digital assistant user interface without making the first dialogue available for display in the second instance of the digital assistant user interface. In a first example, in response to a request to invoke a second instance of the DA (e.g., a long press over home button 509 with user touch input 526 in
In a second example, in response to a request to invoke a second instance of the DA (e.g., a long press over home button 509 with user touch input 526 in
In some embodiments, the second predetermined condition is satisfied (630) when the request to invoke the digital assistant is received within a predetermined conversation expiration time period. In some embodiments, the conversation expiration time period begins once the user exits the first instance of the DA user interface. In some embodiments, the conversation expiration time period is a predetermined amount of time (e.g., 3, 5, 8, 10, 15, or 30 minutes). Typically, the conversation expiration time period is 8 minutes. In some other embodiments, the conversation expiration time period is a user defined time period.
In some embodiments, the electronic device (632): stores context data associated with the first dialogue in a context history of the digital assistant; determines whether the request to invoke the digital assistant satisfies a first predetermined condition, where the first predetermined condition is satisfied if the request to invoke the digital assistant is received within a predetermined context expiration time period; in accordance with a determination that the request to invoke the digital assistant satisfies the first predetermined condition, uses the stored context data while displaying the second instance of the digital assistant user interface; and deletes the context data associated with the first dialogue from the context history upon expiration of the predetermined context expiration time period, where the predetermined context expiration time period is shorter than the predetermined dialogue expiration time period. In some embodiments, the displayed dialogue is not tied to the context data stored in a context history (e.g., stored on a remote server). Typically, the context expiration time period is sixty seconds and the conversation expiration time period is eight minutes.
In one example, in response to a request to invoke a second instance of the DA (e.g., a long press over home button 509 with user touch input 526 in
In the second instance of the DA user interface, for example, the user asks the DA “What about in Paris France?”
In some embodiments, the second predetermined condition is not satisfied (634) when the electronic device is locked. In some embodiments, conversation information (or a portion of the dialogue) from a previous instance of a DA user interface does not persist when the device is locked (e.g., for security reasons). Even though the DA can be accessed while the device is locked, context and conversation information does not persist from a previous instance of the DA user interface. However, if the user device enters a locked state, the user subsequently unlocks the user device, and the user invokes a second instance the DA within conversation expiration time period, then context and conversation information persist in the second instance of the DA.
For example, after user device 104 displays a first instance of the DA user interface in
In some embodiments, the second predetermined condition comprises a condition that is satisfied (636) when the request to invoke the digital assistant is received prior to detection of a predetermined number of user interactions (e.g., touch events or user-requested application changes) with the electronic device after displaying the first dialogue. In some embodiments, the conversation expiration timer (e.g., conversation time-out), discussed above, and a predetermined number of touch events (e.g., conversation touch-out) are alternative sufficient conditions for not displaying a portion of the conversation (or dialogue) from the first instance of the DA user interface in the second instance of the DA user interface.
In some embodiments, the electronic device (638): displays a first affordance (affordances are sometimes herein called user interface objects or buttons) in the second instance of the digital assistant user interface (e.g., a “see more” button or an “older” button); detects a user selection of the first affordance; and in response to the user selection of the first affordance, displays at least a portion of the first dialogue in the second instance of the digital assistant user interface.
In some embodiments, the electronic device displays (640) at least a portion of the first dialogue in the second instance of the digital assistant user interface. In some embodiments, the last line or a fraction of the first dialogue (e.g., a peek through) is displayed at the top of the screen or underneath a semi-transparent top banner (e.g., the top banner includes a carrier, signal strength, battery life and time). For example, in
In some embodiments, the second dialogue includes (642) a user query to the digital assistant, and the electronic device: stores context data associated with the first dialogue in a context history of the digital assistant; and while displaying the second instance of the digital assistant user interface, and in accordance with a determination that a predetermined context condition has been satisfied, responds to the user query to the digital assistant, in accordance with a determination that a predetermined context condition has been satisfied, using the stored context data while determining a response to the user query. In a first instance of a DA user interface,
In some embodiments, the predetermined context condition is satisfied (644) when, in response to a user action performed during display of the second instance of the digital assistant user interface, at least a portion of the first dialogue is displayed in the second instance of the digital assistant user interface. In one example,
In another example,
In a further example,
In some embodiments, the electronic device (646): displays a second affordance corresponding to a respective sub-portion of the first dialogue (e.g., a sub-portion is an idea/topic, sentence, phrase, or word); detects a user selection of the second affordance; and in response to the user selection of the second affordance, ceases to display at least some of the respective sub-portion of the first dialogue. In some embodiments, a collapsible directory-like structure is provided in the second instance of the DA user interface whereby a user is enabled to minimize portions of the displayed dialogue. However, after minimization of a respective sub-portion, a title/topic name for the respective sub-portion remains displayed.
In some embodiments, in response to the user selection of the second affordance, the electronic device excludes (648) context data associated with the sub-portion of the first dialogue from a context history of the digital assistant. In some embodiments, when a user minimizes a sub-portion of the first dialogue, contextual information corresponding to that sub-portion is not utilized when the DA infers user intent for a subsequent request. After the user minimizes weather topic 533 in
It should be understood that the particular order in which the operations in
In some embodiments, after user 710 exits the first instance of the DA on device 104c, user 710 invokes a second instance of the DA on device 104d. The second instance of the DA includes a dialogue between user 710 and DA-client 102d. In some embodiments, during the second instance of the DA, DA-client 102d is enabled to access context and conversation information from the first instance of the DA that is stored in server system 108. In some embodiments, DA-client 102d is enabled to utilize the stored context information for intent inference and the stored conversation information for display in the second instance of the DA.
Although
At a first device, the first device displays (802) a first dialogue in a first user interface of a digital assistant. For example, device 104c, shown in
At a second device different from the first device, in response to a request to invoke the digital assistant on the second device, the second device displays (804) a second dialogue in a second user interface of the digital assistant, where the first dialogue is available for display in the second user interface. For example, in response to a request from user 710 to invoke the DA on device 104d, device 104d, shown in
It should be understood that the particular order in which the operations in
In accordance with some embodiments,
As shown in
Processing unit 908 is configured to enable display of (e.g., with display enabling unit 910) a first dialogue in a first instance of a digital assistant user interface on touch screen display unit 902. In response to a request to enable display of a user interface different from the digital assistant user interface, processing unit 908 is configured to enable display of (e.g., with display enabling unit 910) the user interface different from the digital assistant user interface on touch screen display unit 902. In response to a request to invoke the digital assistant, processing unit 908 is further configured to enable display of (e.g., with display enabling unit 910) a second instance of the digital assistant user interface on touch screen display unit 902, including enabling display of a second dialogue in the second instance of the digital assistant user interface, where the first dialogue remains available for display in the second instance of the digital assistant user interface.
In some embodiments, prior to enabling display of the first instance of the digital assistant user interface, processing unit 908 is further configured to detect (e.g., with DA invoking unit 912) a prior request to invoke the digital assistant. Prior to enabling display of the first instance of the digital assistant user interface, sound receiving unit 904 is configured to detect a speech input. Prior to enabling display of the first instance of the digital assistant user interface, processing unit 908 is further configured to provide (e.g., with providing unit 914) a transcription of the speech input, where the first dialogue includes the transcription of the speech input.
In some embodiments, in response to the request to enable display of the user interface different from the digital assistant user interface, processing unit 908 is configured to cease display (e.g., with display enabling unit 910) of the digital assistant user interface on touch screen display unit 902.
In some embodiments, processing unit 908 is configured to: enable display (e.g., with display enabling unit 910) of a first affordance in the second instance of the digital assistant user interface on touch screen display unit 902; detect (e.g., with detecting unit 916) a user selection of the first affordance on the touch screen display unit 902; and in response to the user selection of the first affordance, processing unit 908 is configured to enable display (e.g., with display enabling unit 910) of at least a portion of the first dialogue in the second instance of the digital assistant user interface on touch screen display unit 902.
In some embodiments, processing unit 908 is configured to enable display (e.g., with display enabling unit 910) of at least a portion of the first dialogue in the second instance of the digital assistant user interface on touch screen display unit 902.
In some embodiments, processing unit 908 is configured to enable display (e.g., with display enabling unit 910) of a second affordance corresponding to a respective sub-portion of the first dialogue on touch screen display unit 902; detect (e.g., with detecting unit 916) a user selection of the second affordance on touch screen display unit 902; and in response to the user selection of the second affordance, cease display (e.g., with display enabling unit 910) of at least some of the respective sub-portion of the first dialogue on touch screen display unit 902.
In some embodiments, in response to the user selection of the second affordance, processing unit 908 is configured to exclude (e.g., with excluding unit 918) context data associated with the sub-portion of the first dialogue from a context history of the digital assistant.
In some embodiments, processing unit 908 is configured to: store (e.g., with storing unit 920) context data associated with the first dialogue in a context history of the digital assistant; determine (e.g., with determining unit 922) whether the request to invoke the digital assistant satisfies a first predetermined condition; and in accordance with a determination that the request to invoke the digital assistant satisfies the first predetermined condition, use (e.g., with utilizing unit 924) the stored context data while enabling display of the second instance of the digital assistant user interface.
In some embodiments, the first predetermined condition is satisfied when the request to invoke the digital assistant is received within a predetermined context expiration time period.
In some embodiments, processing unit 908 is configured to delete (e.g., with deleting unit 926) the context data associated with the first dialogue from the context history upon expiration of the predetermined context expiration time period.
In some embodiments, the first predetermined condition is not satisfied when the electronic device is locked.
In some embodiments, the second dialogue includes a user query to the digital assistant, and processing unit 908 is configured to: store (e.g., with storing unit 920) context data associated with the first dialogue in a context history of the digital assistant; and while displaying the second instance of the digital assistant user interface, respond (e.g., with responding unit 928) to the user query to the digital assistant, in accordance with a determination that a predetermined context condition has been satisfied, using the stored context data while determining a response to the user query.
In some embodiments, the predetermined context condition is satisfied when, in response to a user action performed during display of the second instance of the digital assistant user interface, at least a portion of the first dialogue is displayed in the second instance of the digital assistant user interface.
In some embodiments, processing unit 908 is configured to: determine (e.g., with determining unit 922) whether the request to invoke the digital assistant satisfies a second predetermined condition; in accordance with a determination that the request to invoke the digital assistant satisfies the second predetermined condition, enable display (e.g., with display enabling unit 910) of the second instance of the digital assistant user interface on touch screen display unit 902, including enabling display of the second dialogue in the second instance of the digital assistant user interface, where the first dialogue remains available for display in the second instance of the digital assistant user interface; and in accordance with a determination that the request to invoke the digital assistant does not satisfy the second predetermined condition, enable display (e.g., with display enabling unit 910) of the second instance of the digital assistant user interface without making the first dialogue available for display on touch screen display unit 902.
In some embodiments, the second predetermined condition is satisfied when the request to invoke the digital assistant is received within a predetermined conversation expiration time period.
In some embodiments, processing unit 908 is configured to: store (e.g., with storing unit 920) context data associated with the first dialogue in a context history of the digital assistant; determine (e.g., with determining unit 922) whether the request to invoke the digital assistant satisfies a first predetermined condition, where the first predetermined condition is satisfied when the request to invoke the digital assistant is received within a predetermined context expiration time period; in accordance with a determination that the request to invoke the digital assistant satisfies the first predetermined condition, use (e.g., with utilizing unit 924) the stored context data while displaying the second instance of the digital assistant user interface; and delete (e.g., with deleting unit 926) the context data associated with the first dialogue from the context history upon expiration of the predetermined context expiration time period, where the predetermined context expiration time period is shorter than the predetermined conversation expiration time period.
In some embodiments, the second predetermined condition is not satisfied when electronic device 900 is locked.
In some embodiments, the second predetermined condition comprises a condition that is satisfied when the request to invoke the digital assistant is received prior to detection of a predetermined number of user interactions with the electronic device after displaying the first dialogue.
In some embodiments, the request to display the user interface different from the digital assistant user interface corresponds to a user input to display the user interface different from the digital assistant user interface.
In some embodiments, the user input to display the user interface different from the digital assistant user interface corresponds to a request to launch an application.
In some embodiments, the user interface different from the digital assistant user interface does not correspond to the digital assistant.
In some embodiments, the user interface different from the digital assistant user interface is associated with an application distinct from the digital assistant.
In accordance with some embodiments,
As shown in
A second electronic device 1020 includes a touch screen display unit 1022 configured to display a user interface and to receive touch input, and a sound receiving unit 1024 configured to receive sound input. In some embodiments, second electronic device 1020, optionally, includes a speaker unit 1026 configured to generate sound. Second electronic device 1020 also includes a processing unit 1028 coupled to touch screen display unit 1022 and sound receiving unit 1024 (and, optionally, coupled to speaker unit 1026). In some embodiments, processing unit 1028 includes a display enabling unit 1030.
Processing unit 1008 of first electronic device 1000 is configured to enable display (e.g., with display enabling unit 1010) of a first dialogue in a first user interface of a digital assistant on touch screen display unit 1002. In response to a request to invoke the digital assistant on second electronic device 1020, processing unit 1028 of second electronic device 1020 is configured to enable display of (e.g., with display enabling unit 1030) a second dialogue in a second user interface of the digital assistant on touch screen display unit 1022, where the first dialogue is available for display in the second user interface.
The foregoing description, for purpose of explanation, has been described with reference to specific implementations. However, the illustrative discussions above are not intended to be exhaustive or to limit the disclosed implementations to the precise forms disclosed. Many modifications and variations are possible in view of the above teachings. The implementations were chosen and described in order to best explain the principles and practical applications of the disclosed ideas, to thereby enable others skilled in the art to best utilize them with various modifications as are suited to the particular use contemplated.
Although the terms “first,” “second,” etc. may be used herein to describe various elements, these elements should not be limited by these terms. These terms are only used to distinguish one element from another. For example, a first speech input could be termed a second speech input, and, similarly, a second speech input could be termed a first speech input, without changing the meaning of the description, so long as all occurrences of the “first speech input” are renamed consistently and all occurrences of the “second speech input” are renamed consistently. The first speech input and the second speech input are both speech inputs, but they are not the same speech input.
The terminology used herein is for the purpose of describing particular implementations only and is not intended to be limiting of the claims. As used in the description of the implementations and the appended claims, the singular forms “a,” “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will also be understood that the term “and/or” as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items. It will be further understood that the terms “comprises” and/or “comprising,” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
As used herein, the term “if” may be construed to mean “when” or “upon” or “in response to determining” or “in accordance with a determination” or “in response to detecting,” that a stated condition precedent is true, depending on the context. Similarly, the phrase “if it is determined [that a stated condition precedent is true]” or “if [a stated condition precedent is true]” or “when [a stated condition precedent is true]” may be construed to mean “upon determining” or “upon a determination that” or “in response to determining” or “in accordance with a determination” or “upon detecting” or “in response to detecting” that the stated condition precedent is true, depending on the context.
This application is a continuation of U.S. Ser. No. 16/204,178, filed on Nov. 29, 2018, entitled DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR ENABLING CONVERSATION PERSISTENCE ACROSS TWO OR MORE INSTANCES OF A DIGITAL ASSISTANT, which is a continuation of U.S. Ser. No. 14/298,714, filed on Jun. 6, 2014, entitled DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR ENABLING CONVERSATION PERSISTENCE ACROSS TWO OR MORE INSTANCES OF A DIGITAL ASSISTANT, which claims priority from U.S. Provisional Ser. No. 61/832,898, filed on Jun. 9, 2013, entitled DEVICE, METHOD, AND GRAPHICAL USER INTERFACE FOR ENABLING CONVERSATION PERSISTENCE ACROSS TWO OR MORE INSTANCES OF A DIGITAL ASSISTANT. The entire contents of each of these applications are hereby incorporated by reference in their entireties for all purposes.
| Number | Name | Date | Kind |
|---|---|---|---|
| 7865817 | Ryan et al. | Jan 2011 | B2 |
| 7869998 | Fabbrizio et al. | Jan 2011 | B1 |
| 7869999 | Amato et al. | Jan 2011 | B2 |
| 7870118 | Jiang et al. | Jan 2011 | B2 |
| 7870133 | Krishnamoorthy et al. | Jan 2011 | B2 |
| 7873149 | Schultz et al. | Jan 2011 | B2 |
| 7873519 | Bennett | Jan 2011 | B2 |
| 7873523 | Potter et al. | Jan 2011 | B2 |
| 7873654 | Bernard | Jan 2011 | B2 |
| 7877705 | Chambers et al. | Jan 2011 | B2 |
| 7880730 | Robinson et al. | Feb 2011 | B2 |
| 7881283 | Cormier et al. | Feb 2011 | B2 |
| 7881936 | Longe et al. | Feb 2011 | B2 |
| 7885390 | Chaudhuri et al. | Feb 2011 | B2 |
| 7885844 | Cohen et al. | Feb 2011 | B1 |
| 7886233 | Rainisto et al. | Feb 2011 | B2 |
| 7889101 | Yokota | Feb 2011 | B2 |
| 7889184 | Blumenberg et al. | Feb 2011 | B2 |
| 7889185 | Blumenberg et al. | Feb 2011 | B2 |
| 7890329 | Wu et al. | Feb 2011 | B2 |
| 7890330 | Ozkaragoz et al. | Feb 2011 | B2 |
| 7890652 | Bull et al. | Feb 2011 | B2 |
| 7895039 | Braho et al. | Feb 2011 | B2 |
| 7895531 | Radtke et al. | Feb 2011 | B2 |
| 7899666 | Varone | Mar 2011 | B2 |
| 7904297 | Mirkovic et al. | Mar 2011 | B2 |
| 7908287 | Katragadda | Mar 2011 | B1 |
| 7912289 | Kansal et al. | Mar 2011 | B2 |
| 7912699 | Saraclar et al. | Mar 2011 | B1 |
| 7912702 | Bennett | Mar 2011 | B2 |
| 7912720 | Hakkani-Tur et al. | Mar 2011 | B1 |
| 7912828 | Bonnet et al. | Mar 2011 | B2 |
| 7913185 | Benson et al. | Mar 2011 | B1 |
| 7916979 | Simmons | Mar 2011 | B2 |
| 7917364 | Yacoub | Mar 2011 | B2 |
| 7917367 | Di Cristo et al. | Mar 2011 | B2 |
| 7917497 | Harrison et al. | Mar 2011 | B2 |
| 7920678 | Cooper et al. | Apr 2011 | B2 |
| 7920682 | Byrne et al. | Apr 2011 | B2 |
| 7920857 | Lau et al. | Apr 2011 | B2 |
| 7924286 | Ostermann et al. | Apr 2011 | B2 |
| 7925525 | Chin | Apr 2011 | B2 |
| 7925610 | Elbaz et al. | Apr 2011 | B2 |
| 7929805 | Wang et al. | Apr 2011 | B2 |
| 7930168 | Weng et al. | Apr 2011 | B2 |
| 7930183 | Odell et al. | Apr 2011 | B2 |
| 7930197 | Ozzie et al. | Apr 2011 | B2 |
| 7933399 | Knott et al. | Apr 2011 | B2 |
| 7936339 | Marggraff et al. | May 2011 | B2 |
| 7936861 | Knott et al. | May 2011 | B2 |
| 7936863 | John et al. | May 2011 | B2 |
| 7937075 | Zellner | May 2011 | B2 |
| 7941009 | Li et al. | May 2011 | B2 |
| 7945294 | Zhang et al. | May 2011 | B2 |
| 7945470 | Cohen et al. | May 2011 | B1 |
| 7949109 | Ostermann et al. | May 2011 | B2 |
| 7949529 | Weider et al. | May 2011 | B2 |
| 7949534 | Davis et al. | May 2011 | B2 |
| 7949752 | White et al. | May 2011 | B2 |
| 7953679 | Chidlovskii et al. | May 2011 | B2 |
| 7957975 | Burns et al. | Jun 2011 | B2 |
| 7958136 | Curtis et al. | Jun 2011 | B1 |
| 7962179 | Huang | Jun 2011 | B2 |
| 7974835 | Balchandran et al. | Jul 2011 | B2 |
| 7974844 | Sumita | Jul 2011 | B2 |
| 7974972 | Cao | Jul 2011 | B2 |
| 7975216 | Woolf et al. | Jul 2011 | B2 |
| 7983478 | Liu et al. | Jul 2011 | B2 |
| 7983915 | Knight et al. | Jul 2011 | B2 |
| 7983917 | Kennewick et al. | Jul 2011 | B2 |
| 7983919 | Conkie | Jul 2011 | B2 |
| 7983997 | Allen et al. | Jul 2011 | B2 |
| 7984062 | Dunning et al. | Jul 2011 | B2 |
| 7986431 | Emori et al. | Jul 2011 | B2 |
| 7987151 | Schott et al. | Jul 2011 | B2 |
| 7987176 | Latzina et al. | Jul 2011 | B2 |
| 7987244 | Lewis et al. | Jul 2011 | B1 |
| 7991614 | Washio et al. | Aug 2011 | B2 |
| 7992085 | Wang-Aryattanwanich et al. | Aug 2011 | B2 |
| 7996228 | Miller et al. | Aug 2011 | B2 |
| 7996589 | Schultz et al. | Aug 2011 | B2 |
| 7996769 | Fux et al. | Aug 2011 | B2 |
| 7996792 | Anzures et al. | Aug 2011 | B2 |
| 7999669 | Singh et al. | Aug 2011 | B2 |
| 8000453 | Cooper et al. | Aug 2011 | B2 |
| 8001125 | Magdalin et al. | Aug 2011 | B1 |
| 8005664 | Hanumanthappa | Aug 2011 | B2 |
| 8005679 | Jordan et al. | Aug 2011 | B2 |
| 8006180 | Tunning et al. | Aug 2011 | B2 |
| 8010367 | Muschett et al. | Aug 2011 | B2 |
| 8010614 | Musat et al. | Aug 2011 | B1 |
| 8014308 | Gates, III et al. | Sep 2011 | B2 |
| 8015006 | Kennewick et al. | Sep 2011 | B2 |
| 8015011 | Nagano et al. | Sep 2011 | B2 |
| 8015144 | Zheng et al. | Sep 2011 | B2 |
| 8018431 | Zehr et al. | Sep 2011 | B1 |
| 8018455 | Shuster | Sep 2011 | B2 |
| 8019271 | Izdepski | Sep 2011 | B1 |
| 8019604 | Ma | Sep 2011 | B2 |
| 8020104 | Robarts et al. | Sep 2011 | B2 |
| 8024195 | Mozer et al. | Sep 2011 | B2 |
| 8024415 | Horvitz et al. | Sep 2011 | B2 |
| 8027836 | Baker et al. | Sep 2011 | B2 |
| 8031943 | Chen et al. | Oct 2011 | B2 |
| 8032383 | Bhardwaj et al. | Oct 2011 | B1 |
| 8032409 | Mikurak | Oct 2011 | B1 |
| 8036901 | Mozer | Oct 2011 | B2 |
| 8037034 | Plachta et al. | Oct 2011 | B2 |
| 8041557 | Liu | Oct 2011 | B2 |
| 8041570 | Mirkovic et al. | Oct 2011 | B2 |
| 8041611 | Kleinrock et al. | Oct 2011 | B2 |
| 8042053 | Darwish et al. | Oct 2011 | B2 |
| 8046231 | Hirota et al. | Oct 2011 | B2 |
| 8046363 | Cha et al. | Oct 2011 | B2 |
| 8046374 | Bromwich | Oct 2011 | B1 |
| 8050500 | Batty et al. | Nov 2011 | B1 |
| 8050919 | Das | Nov 2011 | B2 |
| 8054180 | Scofield et al. | Nov 2011 | B1 |
| 8055296 | Persson et al. | Nov 2011 | B1 |
| 8055502 | Clark et al. | Nov 2011 | B2 |
| 8055708 | Chitsaz et al. | Nov 2011 | B2 |
| 8056070 | Goller et al. | Nov 2011 | B2 |
| 8060824 | Brownrigg, Jr. et al. | Nov 2011 | B2 |
| 8064753 | Freeman | Nov 2011 | B2 |
| 8065143 | Yanagihara | Nov 2011 | B2 |
| 8065155 | Gazdzinski | Nov 2011 | B1 |
| 8065156 | Gazdzinski | Nov 2011 | B2 |
| 8068604 | Leeds et al. | Nov 2011 | B2 |
| 8069046 | Kennewick et al. | Nov 2011 | B2 |
| 8069422 | Sheshagiri et al. | Nov 2011 | B2 |
| 8073681 | Baldwin et al. | Dec 2011 | B2 |
| 8073695 | Hendricks et al. | Dec 2011 | B1 |
| 8077153 | Benko et al. | Dec 2011 | B2 |
| 8078473 | Gazdzinski | Dec 2011 | B1 |
| 8078978 | Perry et al. | Dec 2011 | B2 |
| 8082153 | Coffman et al. | Dec 2011 | B2 |
| 8082498 | Salamon et al. | Dec 2011 | B2 |
| 8086751 | Ostermann et al. | Dec 2011 | B1 |
| 8090571 | Elshishiny et al. | Jan 2012 | B2 |
| 8095364 | Longe et al. | Jan 2012 | B2 |
| 8099289 | Mozer et al. | Jan 2012 | B2 |
| 8099395 | Pabla et al. | Jan 2012 | B2 |
| 8099418 | Inoue et al. | Jan 2012 | B2 |
| 8103510 | Sato | Jan 2012 | B2 |
| 8103947 | Lunt et al. | Jan 2012 | B2 |
| 8107401 | John et al. | Jan 2012 | B2 |
| 8112275 | Kennewick et al. | Feb 2012 | B2 |
| 8112280 | Lu | Feb 2012 | B2 |
| 8115772 | Ostermann et al. | Feb 2012 | B2 |
| 8117026 | Lee et al. | Feb 2012 | B2 |
| 8117037 | Gazdzinski | Feb 2012 | B2 |
| 8117542 | Radtke et al. | Feb 2012 | B2 |
| 8121413 | Hwang et al. | Feb 2012 | B2 |
| 8121837 | Agapi et al. | Feb 2012 | B2 |
| 8122094 | Kotab | Feb 2012 | B1 |
| 8122353 | Bouta | Feb 2012 | B2 |
| 8130929 | Wilkes et al. | Mar 2012 | B2 |
| 8131557 | Davis et al. | Mar 2012 | B2 |
| 8135115 | Hogg, Jr. et al. | Mar 2012 | B1 |
| 8138912 | Singh et al. | Mar 2012 | B2 |
| 8140330 | Cevik et al. | Mar 2012 | B2 |
| 8140335 | Kennewick et al. | Mar 2012 | B2 |
| 8140368 | Eggenberger et al. | Mar 2012 | B2 |
| 8140567 | Padovitz et al. | Mar 2012 | B2 |
| 8145489 | Freeman et al. | Mar 2012 | B2 |
| 8150694 | Kennewick et al. | Apr 2012 | B2 |
| 8150700 | Shin et al. | Apr 2012 | B2 |
| 8155956 | Cho et al. | Apr 2012 | B2 |
| 8156005 | Vieri | Apr 2012 | B2 |
| 8156060 | Borzestowski et al. | Apr 2012 | B2 |
| 8160877 | Nucci et al. | Apr 2012 | B1 |
| 8160883 | Lecoeuche | Apr 2012 | B2 |
| 8165321 | Paquier et al. | Apr 2012 | B2 |
| 8165886 | Gagnon et al. | Apr 2012 | B1 |
| 8166019 | Lee et al. | Apr 2012 | B1 |
| 8166032 | Sommer et al. | Apr 2012 | B2 |
| 8170790 | Lee et al. | May 2012 | B2 |
| 8170966 | Musat et al. | May 2012 | B1 |
| 8171137 | Parks et al. | May 2012 | B1 |
| 8175872 | Kristjansson et al. | May 2012 | B2 |
| 8175876 | Bou-Ghazale et al. | May 2012 | B2 |
| 8179370 | Yamasani et al. | May 2012 | B1 |
| 8188856 | Singh et al. | May 2012 | B2 |
| 8190359 | Bourne | May 2012 | B2 |
| 8190596 | Nambiar et al. | May 2012 | B2 |
| 8194827 | Jaiswal et al. | Jun 2012 | B2 |
| 8195460 | Degani et al. | Jun 2012 | B2 |
| 8195467 | Mozer et al. | Jun 2012 | B2 |
| 8195468 | Weider et al. | Jun 2012 | B2 |
| 8200489 | Baggenstoss | Jun 2012 | B1 |
| 8200495 | Braho et al. | Jun 2012 | B2 |
| 8201109 | Van Os et al. | Jun 2012 | B2 |
| 8204238 | Mozer | Jun 2012 | B2 |
| 8205788 | Gazdzinski et al. | Jun 2012 | B1 |
| 8209177 | Sakuma et al. | Jun 2012 | B2 |
| 8209183 | Patel et al. | Jun 2012 | B1 |
| 8213911 | Williams et al. | Jul 2012 | B2 |
| 8219115 | Nelissen | Jul 2012 | B1 |
| 8219406 | Yu et al. | Jul 2012 | B2 |
| 8219407 | Roy et al. | Jul 2012 | B1 |
| 8219555 | Mianji | Jul 2012 | B1 |
| 8219608 | alSafadi et al. | Jul 2012 | B2 |
| 8224649 | Chaudhari et al. | Jul 2012 | B2 |
| 8224757 | Bohle | Jul 2012 | B2 |
| 8228299 | Maloney et al. | Jul 2012 | B1 |
| 8233919 | Haag et al. | Jul 2012 | B2 |
| 8234111 | Lloyd et al. | Jul 2012 | B2 |
| 8239206 | LeBeau et al. | Aug 2012 | B1 |
| 8239207 | Seligman et al. | Aug 2012 | B2 |
| 8244545 | Paek et al. | Aug 2012 | B2 |
| 8244712 | Serlet et al. | Aug 2012 | B2 |
| 8250071 | Killalea et al. | Aug 2012 | B1 |
| 8254829 | Kindred et al. | Aug 2012 | B1 |
| 8255216 | White | Aug 2012 | B2 |
| 8255217 | Stent et al. | Aug 2012 | B2 |
| 8260117 | Xu et al. | Sep 2012 | B1 |
| 8260247 | Lazaridis et al. | Sep 2012 | B2 |
| 8260617 | Dhanakshirur et al. | Sep 2012 | B2 |
| 8260619 | Bansal et al. | Sep 2012 | B1 |
| 8270933 | Riemer et al. | Sep 2012 | B2 |
| 8271287 | Kermani | Sep 2012 | B1 |
| 8275621 | Alewine et al. | Sep 2012 | B2 |
| 8275736 | Guo et al. | Sep 2012 | B2 |
| 8279171 | Hirai et al. | Oct 2012 | B2 |
| 8280438 | Barbera | Oct 2012 | B2 |
| 8285546 | Reich | Oct 2012 | B2 |
| 8285551 | Gazdzinski | Oct 2012 | B2 |
| 8285553 | Gazdzinski | Oct 2012 | B2 |
| 8285737 | Lynn et al. | Oct 2012 | B1 |
| 8290777 | Nguyen et al. | Oct 2012 | B1 |
| 8290778 | Gazdzinski | Oct 2012 | B2 |
| 8290781 | Gazdzinski | Oct 2012 | B2 |
| 8296124 | Holsztynska et al. | Oct 2012 | B1 |
| 8296145 | Clark et al. | Oct 2012 | B2 |
| 8296146 | Gazdzinski | Oct 2012 | B2 |
| 8296153 | Gazdzinski | Oct 2012 | B2 |
| 8296380 | Kelly et al. | Oct 2012 | B1 |
| 8296383 | Lindahl | Oct 2012 | B2 |
| 8300776 | Davies et al. | Oct 2012 | B2 |
| 8300801 | Sweeney et al. | Oct 2012 | B2 |
| 8301456 | Gazdzinski | Oct 2012 | B2 |
| 8311189 | Champlin et al. | Nov 2012 | B2 |
| 8311834 | Gazdzinski | Nov 2012 | B1 |
| 8311835 | Lecoeuche | Nov 2012 | B2 |
| 8311838 | Lindahl et al. | Nov 2012 | B2 |
| 8312017 | Martin et al. | Nov 2012 | B2 |
| 8321786 | Lunati | Nov 2012 | B2 |
| 8326627 | Kennewick et al. | Dec 2012 | B2 |
| 8332205 | Krishnan et al. | Dec 2012 | B2 |
| 8332218 | Cross, Jr. et al. | Dec 2012 | B2 |
| 8332224 | Di Cristo et al. | Dec 2012 | B2 |
| 8332748 | Karam | Dec 2012 | B1 |
| 8335689 | Wittenstein et al. | Dec 2012 | B2 |
| 8340975 | Rosenberger | Dec 2012 | B1 |
| 8345665 | Vieri et al. | Jan 2013 | B2 |
| 8346563 | Hjelm | Jan 2013 | B1 |
| 8346757 | Lamping et al. | Jan 2013 | B1 |
| 8352183 | Thota et al. | Jan 2013 | B2 |
| 8352268 | Naik et al. | Jan 2013 | B2 |
| 8352272 | Rogers et al. | Jan 2013 | B2 |
| 8355919 | Silverman et al. | Jan 2013 | B2 |
| 8359234 | Vieri | Jan 2013 | B2 |
| 8370145 | Endo et al. | Feb 2013 | B2 |
| 8370158 | Gazdzinski | Feb 2013 | B2 |
| 8371503 | Gazdzinski | Feb 2013 | B2 |
| 8374871 | Ehsani et al. | Feb 2013 | B2 |
| 8375320 | Kotler et al. | Feb 2013 | B2 |
| 8380504 | Peden et al. | Feb 2013 | B1 |
| 8380507 | Herman et al. | Feb 2013 | B2 |
| 8381107 | Rottler et al. | Feb 2013 | B2 |
| 8381135 | Hotelling et al. | Feb 2013 | B2 |
| 8386485 | Kerschberg et al. | Feb 2013 | B2 |
| 8386926 | Matsuoka et al. | Feb 2013 | B1 |
| 8391844 | Novick et al. | Mar 2013 | B2 |
| 8396714 | Rogers et al. | Mar 2013 | B2 |
| 8396715 | Odell et al. | Mar 2013 | B2 |
| 8401163 | Kirchhoff et al. | Mar 2013 | B1 |
| 8406745 | Upadhyay et al. | Mar 2013 | B1 |
| 8407239 | Dean et al. | Mar 2013 | B2 |
| 8423288 | Stahl et al. | Apr 2013 | B2 |
| 8428758 | Naik et al. | Apr 2013 | B2 |
| 8433572 | Caskey et al. | Apr 2013 | B2 |
| 8433778 | Shreesha et al. | Apr 2013 | B1 |
| 8434133 | Kulkarni et al. | Apr 2013 | B2 |
| 8442821 | Vanhoucke | May 2013 | B1 |
| 8447612 | Gazdzinski | May 2013 | B2 |
| 8452597 | Bringert et al. | May 2013 | B2 |
| 8452602 | Bringert et al. | May 2013 | B1 |
| 8453058 | Coccaro et al. | May 2013 | B1 |
| 8457959 | Kaiser | Jun 2013 | B2 |
| 8458115 | Cai et al. | Jun 2013 | B2 |
| 8458278 | Christie et al. | Jun 2013 | B2 |
| 8463592 | Lu et al. | Jun 2013 | B2 |
| 8464150 | Davidson et al. | Jun 2013 | B2 |
| 8473289 | Jitkoff et al. | Jun 2013 | B2 |
| 8477323 | Low et al. | Jul 2013 | B2 |
| 8478816 | Parks et al. | Jul 2013 | B2 |
| 8479122 | Hotelling et al. | Jul 2013 | B2 |
| 8484027 | Murphy | Jul 2013 | B1 |
| 8489599 | Bellotti | Jul 2013 | B2 |
| 8498857 | Kopparapu et al. | Jul 2013 | B2 |
| 8514197 | Shahraray et al. | Aug 2013 | B2 |
| 8515736 | Duta | Aug 2013 | B1 |
| 8515750 | Lei et al. | Aug 2013 | B1 |
| 8521513 | Millett et al. | Aug 2013 | B2 |
| 8521526 | Lloyd et al. | Aug 2013 | B1 |
| 8521531 | Kim | Aug 2013 | B1 |
| 8521533 | Ostermann et al. | Aug 2013 | B1 |
| 8527276 | Senior et al. | Sep 2013 | B1 |
| 8533266 | Koulomzin et al. | Sep 2013 | B2 |
| 8537033 | Gueziec | Sep 2013 | B2 |
| 8539342 | Lewis | Sep 2013 | B1 |
| 8543375 | Hong | Sep 2013 | B2 |
| 8543397 | Nguyen | Sep 2013 | B1 |
| 8543398 | Strope et al. | Sep 2013 | B1 |
| 8560229 | Park et al. | Oct 2013 | B1 |
| 8560366 | Mikurak | Oct 2013 | B2 |
| 8571528 | Channakeshava | Oct 2013 | B1 |
| 8571851 | Tickner et al. | Oct 2013 | B1 |
| 8577683 | Dewitt | Nov 2013 | B2 |
| 8583416 | Huang et al. | Nov 2013 | B2 |
| 8583511 | Hendrickson | Nov 2013 | B2 |
| 8583638 | Donelli | Nov 2013 | B2 |
| 8589156 | Burke et al. | Nov 2013 | B2 |
| 8589161 | Kennewick et al. | Nov 2013 | B2 |
| 8589374 | Chaudhari | Nov 2013 | B2 |
| 8589869 | Wolfram | Nov 2013 | B2 |
| 8589911 | Sharkey et al. | Nov 2013 | B1 |
| 8595004 | Koshinaka | Nov 2013 | B2 |
| 8595642 | Lagassey | Nov 2013 | B1 |
| 8600743 | Lindahl et al. | Dec 2013 | B2 |
| 8600746 | Lei et al. | Dec 2013 | B1 |
| 8600930 | Sata et al. | Dec 2013 | B2 |
| 8606090 | Eyer | Dec 2013 | B2 |
| 8606568 | Tickner et al. | Dec 2013 | B1 |
| 8606576 | Barr et al. | Dec 2013 | B1 |
| 8606577 | Stewart et al. | Dec 2013 | B1 |
| 8615221 | Cosenza et al. | Dec 2013 | B1 |
| 8620659 | Di Cristo et al. | Dec 2013 | B2 |
| 8620662 | Bellegarda | Dec 2013 | B2 |
| 8626681 | Jurca et al. | Jan 2014 | B1 |
| 8630841 | Van Caldwell et al. | Jan 2014 | B2 |
| 8635073 | Chang | Jan 2014 | B2 |
| 8638363 | King et al. | Jan 2014 | B2 |
| 8639516 | Lindahl et al. | Jan 2014 | B2 |
| 8645128 | Agiomyrgiannakis | Feb 2014 | B1 |
| 8645137 | Bellegarda et al. | Feb 2014 | B2 |
| 8645138 | Weinstein et al. | Feb 2014 | B1 |
| 8654936 | Eslambolchi et al. | Feb 2014 | B1 |
| 8655646 | Lee et al. | Feb 2014 | B2 |
| 8655901 | Li et al. | Feb 2014 | B1 |
| 8660843 | Falcon et al. | Feb 2014 | B2 |
| 8660849 | Gruber et al. | Feb 2014 | B2 |
| 8660924 | Hoch et al. | Feb 2014 | B2 |
| 8660970 | Fiedorowicz | Feb 2014 | B1 |
| 8661112 | Creamer et al. | Feb 2014 | B2 |
| 8661340 | Goldsmith et al. | Feb 2014 | B2 |
| 8670979 | Gruber et al. | Mar 2014 | B2 |
| 8675084 | Bolton et al. | Mar 2014 | B2 |
| 8676273 | Fujisaki | Mar 2014 | B1 |
| 8676904 | Lindahl | Mar 2014 | B2 |
| 8677377 | Cheyer et al. | Mar 2014 | B2 |
| 8681950 | Mack et al. | Mar 2014 | B2 |
| 8682667 | Haughay | Mar 2014 | B2 |
| 8687777 | Lavian et al. | Apr 2014 | B1 |
| 8688446 | Yanagihara | Apr 2014 | B2 |
| 8688453 | Joshi et al. | Apr 2014 | B1 |
| 8689135 | Portele et al. | Apr 2014 | B2 |
| 8694322 | Snitkovskiy et al. | Apr 2014 | B2 |
| 8695074 | Saraf et al. | Apr 2014 | B2 |
| 8696364 | Cohen | Apr 2014 | B2 |
| 8706472 | Ramerth et al. | Apr 2014 | B2 |
| 8706474 | Blume et al. | Apr 2014 | B2 |
| 8706503 | Cheyer et al. | Apr 2014 | B2 |
| 8707195 | Fleizach et al. | Apr 2014 | B2 |
| 8712778 | Thenthiruperai | Apr 2014 | B1 |
| 8713119 | Lindahl et al. | Apr 2014 | B2 |
| 8713418 | King et al. | Apr 2014 | B2 |
| 8719006 | Bellegarda | May 2014 | B2 |
| 8719014 | Wagner | May 2014 | B2 |
| 8719039 | Sharifi | May 2014 | B1 |
| 8731610 | Appaji | May 2014 | B2 |
| 8731912 | Tickner et al. | May 2014 | B1 |
| 8731942 | Cheyer et al. | May 2014 | B2 |
| 8739208 | Davis et al. | May 2014 | B2 |
| 8744852 | Seymour et al. | Jun 2014 | B1 |
| 8751971 | Fleizach et al. | Jun 2014 | B2 |
| 8760537 | Johnson et al. | Jun 2014 | B2 |
| 8762145 | Ouchi et al. | Jun 2014 | B2 |
| 8762156 | Chen | Jun 2014 | B2 |
| 8762469 | Lindahl | Jun 2014 | B2 |
| 8768693 | Somekh et al. | Jul 2014 | B2 |
| 8768702 | Mason et al. | Jul 2014 | B2 |
| 8775154 | Clinchant et al. | Jul 2014 | B2 |
| 8775177 | Heigold et al. | Jul 2014 | B1 |
| 8775931 | Fux et al. | Jul 2014 | B2 |
| 8781456 | Prociw | Jul 2014 | B2 |
| 8781841 | Wang | Jul 2014 | B1 |
| 8793301 | Wegenkittl et al. | Jul 2014 | B2 |
| 8798255 | Lubowich et al. | Aug 2014 | B2 |
| 8798995 | Edara | Aug 2014 | B1 |
| 8799000 | Guzzoni et al. | Aug 2014 | B2 |
| 8805690 | Lebeau et al. | Aug 2014 | B1 |
| 8812299 | Su | Aug 2014 | B1 |
| 8812302 | Xiao et al. | Aug 2014 | B2 |
| 8812321 | Gilbert et al. | Aug 2014 | B2 |
| 8823507 | Touloumtzis | Sep 2014 | B1 |
| 8823793 | Clayton et al. | Sep 2014 | B2 |
| 8831947 | Wasserblat et al. | Sep 2014 | B2 |
| 8831949 | Smith et al. | Sep 2014 | B1 |
| 8838457 | Cerra et al. | Sep 2014 | B2 |
| 8855915 | Furuhata et al. | Oct 2014 | B2 |
| 8861925 | Ohme | Oct 2014 | B1 |
| 8862252 | Rottler et al. | Oct 2014 | B2 |
| 8868111 | Kahn et al. | Oct 2014 | B1 |
| 8868409 | Mengibar et al. | Oct 2014 | B1 |
| 8868469 | Xu et al. | Oct 2014 | B2 |
| 8868529 | Lerenc | Oct 2014 | B2 |
| 8880405 | Cerra et al. | Nov 2014 | B2 |
| 8886534 | Nakano et al. | Nov 2014 | B2 |
| 8886540 | Cerra et al. | Nov 2014 | B2 |
| 8886541 | Friedlander | Nov 2014 | B2 |
| 8892446 | Cheyer et al. | Nov 2014 | B2 |
| 8893023 | Perry et al. | Nov 2014 | B2 |
| 8897822 | Martin | Nov 2014 | B2 |
| 8898064 | Thomas et al. | Nov 2014 | B1 |
| 8898568 | Bull et al. | Nov 2014 | B2 |
| 8903716 | Chen et al. | Dec 2014 | B2 |
| 8909693 | Frissora et al. | Dec 2014 | B2 |
| 8918321 | Czahor | Dec 2014 | B2 |
| 8922485 | Lloyd | Dec 2014 | B1 |
| 8930176 | Li et al. | Jan 2015 | B2 |
| 8930191 | Gruber et al. | Jan 2015 | B2 |
| 8938394 | Faaborg et al. | Jan 2015 | B1 |
| 8938450 | Spivack et al. | Jan 2015 | B2 |
| 8938688 | Bradford et al. | Jan 2015 | B2 |
| 8942986 | Cheyer et al. | Jan 2015 | B2 |
| 8943423 | Merrill et al. | Jan 2015 | B2 |
| 8964947 | Noolu et al. | Feb 2015 | B1 |
| 8972240 | Brockett et al. | Mar 2015 | B2 |
| 8972432 | Shaw et al. | Mar 2015 | B2 |
| 8972878 | Mohler et al. | Mar 2015 | B2 |
| 8976063 | Hawkins et al. | Mar 2015 | B1 |
| 8976108 | Hawkins et al. | Mar 2015 | B2 |
| 8977255 | Freeman et al. | Mar 2015 | B2 |
| 8983383 | Haskin | Mar 2015 | B1 |
| 8984098 | Tomkins et al. | Mar 2015 | B1 |
| 8989713 | Doulton | Mar 2015 | B2 |
| 8990235 | King et al. | Mar 2015 | B2 |
| 8994660 | Neels et al. | Mar 2015 | B2 |
| 8995972 | Cronin | Mar 2015 | B1 |
| 8996350 | Dub et al. | Mar 2015 | B1 |
| 8996376 | Fleizach et al. | Mar 2015 | B2 |
| 8996381 | Mozer et al. | Mar 2015 | B2 |
| 8996639 | Faaborg et al. | Mar 2015 | B1 |
| 9002714 | Kim et al. | Apr 2015 | B2 |
| 9009046 | Stewart | Apr 2015 | B1 |
| 9015036 | Karov et al. | Apr 2015 | B2 |
| 9020804 | Barbaiani et al. | Apr 2015 | B2 |
| 9026425 | Nikoulina et al. | May 2015 | B2 |
| 9026426 | Wu et al. | May 2015 | B2 |
| 9031834 | Coorman et al. | May 2015 | B2 |
| 9031970 | Das et al. | May 2015 | B1 |
| 9037967 | Al-Jefri et al. | May 2015 | B1 |
| 9043208 | Koch et al. | May 2015 | B2 |
| 9043211 | Haiut et al. | May 2015 | B2 |
| 9046932 | Medlock et al. | Jun 2015 | B2 |
| 9049255 | Macfarlane et al. | Jun 2015 | B2 |
| 9049295 | Cooper et al. | Jun 2015 | B1 |
| 9053706 | Jitkoff et al. | Jun 2015 | B2 |
| 9058105 | Drory et al. | Jun 2015 | B2 |
| 9058332 | Darby et al. | Jun 2015 | B1 |
| 9058811 | Wang et al. | Jun 2015 | B2 |
| 9063979 | Chiu et al. | Jun 2015 | B2 |
| 9064495 | Torok et al. | Jun 2015 | B1 |
| 9065660 | Ellis et al. | Jun 2015 | B2 |
| 9070247 | Kuhn et al. | Jun 2015 | B2 |
| 9070366 | Mathias et al. | Jun 2015 | B1 |
| 9071701 | Donaldson et al. | Jun 2015 | B2 |
| 9075435 | Noble et al. | Jul 2015 | B1 |
| 9076448 | Bennett et al. | Jul 2015 | B2 |
| 9076450 | Sadek et al. | Jul 2015 | B1 |
| 9081411 | Kalns et al. | Jul 2015 | B2 |
| 9081482 | Zhai et al. | Jul 2015 | B1 |
| 9082402 | Yadgar et al. | Jul 2015 | B2 |
| 9083581 | Addepalli et al. | Jul 2015 | B1 |
| 9094636 | Sanders et al. | Jul 2015 | B1 |
| 9098467 | Blanksteen et al. | Aug 2015 | B1 |
| 9101279 | Ritchey et al. | Aug 2015 | B2 |
| 9112984 | Sejnoha et al. | Aug 2015 | B2 |
| 9117447 | Gruber et al. | Aug 2015 | B2 |
| 9123338 | Sanders et al. | Sep 2015 | B1 |
| 9143907 | Caldwell et al. | Sep 2015 | B1 |
| 9159319 | Hoffmeister | Oct 2015 | B1 |
| 9164983 | Liu et al. | Oct 2015 | B2 |
| 9171541 | Kennewick et al. | Oct 2015 | B2 |
| 9171546 | Pike | Oct 2015 | B1 |
| 9183845 | Gopalakrishnan et al. | Nov 2015 | B1 |
| 9190062 | Haughay | Nov 2015 | B2 |
| 9208153 | Zaveri et al. | Dec 2015 | B1 |
| 9213754 | Zhan et al. | Dec 2015 | B1 |
| 9218122 | Thoma et al. | Dec 2015 | B2 |
| 9218809 | Bellegard et al. | Dec 2015 | B2 |
| 9218819 | Stekkelpa et al. | Dec 2015 | B1 |
| 9223537 | Brown et al. | Dec 2015 | B2 |
| 9230561 | Ostermann et al. | Jan 2016 | B2 |
| 9236047 | Rasmussen | Jan 2016 | B2 |
| 9241073 | Rensburg et al. | Jan 2016 | B1 |
| 9245151 | LeBeau et al. | Jan 2016 | B2 |
| 9251713 | Giovanniello et al. | Feb 2016 | B1 |
| 9251787 | Hart et al. | Feb 2016 | B1 |
| 9255812 | Maeoka et al. | Feb 2016 | B2 |
| 9258604 | Bilobrov et al. | Feb 2016 | B1 |
| 9262412 | Yang et al. | Feb 2016 | B2 |
| 9262612 | Cheyer | Feb 2016 | B2 |
| 9263058 | Huang et al. | Feb 2016 | B2 |
| 9280535 | Varma et al. | Mar 2016 | B2 |
| 9282211 | Osawa | Mar 2016 | B2 |
| 9286910 | Li et al. | Mar 2016 | B1 |
| 9292487 | Weber | Mar 2016 | B1 |
| 9292489 | Sak et al. | Mar 2016 | B1 |
| 9292492 | Sarikaya et al. | Mar 2016 | B2 |
| 9299344 | Braho et al. | Mar 2016 | B2 |
| 9300718 | Khanna | Mar 2016 | B2 |
| 9301256 | Mohan et al. | Mar 2016 | B2 |
| 9305543 | Fleizach et al. | Apr 2016 | B2 |
| 9305548 | Kennewick et al. | Apr 2016 | B2 |
| 9311308 | Sankarasubramania et al. | Apr 2016 | B2 |
| 9311912 | Swietlinski et al. | Apr 2016 | B1 |
| 9313317 | LeBeau et al. | Apr 2016 | B1 |
| 9318108 | Gruber et al. | Apr 2016 | B2 |
| 9325809 | Barros et al. | Apr 2016 | B1 |
| 9325842 | Siddiqi et al. | Apr 2016 | B1 |
| 9330659 | Ju et al. | May 2016 | B2 |
| 9330668 | Nanavati et al. | May 2016 | B2 |
| 9330720 | Lee | May 2016 | B2 |
| 9335983 | Breiner et al. | May 2016 | B2 |
| 9338493 | Van Os et al. | May 2016 | B2 |
| 9342829 | Zhou et al. | May 2016 | B2 |
| 9349368 | Lebeau et al. | May 2016 | B1 |
| 9355472 | Kocienda et al. | May 2016 | B2 |
| 9361084 | Costa | Jun 2016 | B1 |
| 9367541 | Servan et al. | Jun 2016 | B1 |
| 9368114 | Larson et al. | Jun 2016 | B2 |
| 9377871 | Waddell et al. | Jun 2016 | B2 |
| 9378456 | White et al. | Jun 2016 | B2 |
| 9378740 | Rosen et al. | Jun 2016 | B1 |
| 9380155 | Reding et al. | Jun 2016 | B1 |
| 9383827 | Faaborg et al. | Jul 2016 | B1 |
| 9384185 | Medlock et al. | Jul 2016 | B2 |
| 9390726 | Smus et al. | Jul 2016 | B1 |
| 9396722 | Chung et al. | Jul 2016 | B2 |
| 9401147 | Jitkoff et al. | Jul 2016 | B2 |
| 9406224 | Sanders et al. | Aug 2016 | B1 |
| 9406299 | Gollan et al. | Aug 2016 | B2 |
| 9408182 | Hurley et al. | Aug 2016 | B1 |
| 9412392 | Lindahl | Aug 2016 | B2 |
| 9418650 | Bharadwaj et al. | Aug 2016 | B2 |
| 9423266 | Clark et al. | Aug 2016 | B2 |
| 9424246 | Spencer et al. | Aug 2016 | B2 |
| 9424840 | Hart et al. | Aug 2016 | B1 |
| 9431021 | Scalise et al. | Aug 2016 | B1 |
| 9432499 | Hajdu et al. | Aug 2016 | B2 |
| 9436918 | Pantel et al. | Sep 2016 | B2 |
| 9437186 | Liu et al. | Sep 2016 | B1 |
| 9437189 | Epstein et al. | Sep 2016 | B2 |
| 9442687 | Park et al. | Sep 2016 | B2 |
| 9443527 | Watanabe et al. | Sep 2016 | B1 |
| 9454599 | Golden et al. | Sep 2016 | B2 |
| 9454957 | Mathias et al. | Sep 2016 | B1 |
| 9465798 | Lin | Oct 2016 | B2 |
| 9465833 | Aravamudan et al. | Oct 2016 | B2 |
| 9465864 | Hu et al. | Oct 2016 | B2 |
| 9466027 | Byrne et al. | Oct 2016 | B2 |
| 9466294 | Tunstall-Pedoe et al. | Oct 2016 | B1 |
| 9471566 | Zhang et al. | Oct 2016 | B1 |
| 9472196 | Wang et al. | Oct 2016 | B1 |
| 9483388 | Sankaranarasimhan et al. | Nov 2016 | B2 |
| 9483461 | Fleizach et al. | Nov 2016 | B2 |
| 9483529 | Pasoi et al. | Nov 2016 | B1 |
| 9484021 | Mairesse et al. | Nov 2016 | B1 |
| 9495129 | Fleizach et al. | Nov 2016 | B2 |
| 9501741 | Cheyer et al. | Nov 2016 | B2 |
| 9502025 | Kennewick et al. | Nov 2016 | B2 |
| 9508028 | Bannister et al. | Nov 2016 | B2 |
| 9510044 | Pereira et al. | Nov 2016 | B1 |
| 9514470 | Topatan et al. | Dec 2016 | B2 |
| 9516014 | Zafiroglu et al. | Dec 2016 | B2 |
| 9519453 | Perkuhn et al. | Dec 2016 | B2 |
| 9524355 | Forbes et al. | Dec 2016 | B2 |
| 9529500 | Gauci et al. | Dec 2016 | B1 |
| 9531862 | Vadodaria | Dec 2016 | B1 |
| 9535906 | Lee et al. | Jan 2017 | B2 |
| 9536527 | Carlson | Jan 2017 | B1 |
| 9536544 | Osterman et al. | Jan 2017 | B2 |
| 9547647 | Badaskar | Jan 2017 | B2 |
| 9548050 | Gruber et al. | Jan 2017 | B2 |
| 9548979 | Johnson et al. | Jan 2017 | B1 |
| 9569549 | Jenkins et al. | Feb 2017 | B1 |
| 9575964 | Yadgar et al. | Feb 2017 | B2 |
| 9576575 | Heide | Feb 2017 | B2 |
| 9578173 | Sanghavi et al. | Feb 2017 | B2 |
| 9607612 | Deleeuw | Mar 2017 | B2 |
| 9612999 | Prakah-Asante et al. | Apr 2017 | B2 |
| 9619200 | Chakladar et al. | Apr 2017 | B2 |
| 9620113 | Kennewick et al. | Apr 2017 | B2 |
| 9620126 | Chiba | Apr 2017 | B2 |
| 9626955 | Fleizach et al. | Apr 2017 | B2 |
| 9633004 | Giuli et al. | Apr 2017 | B2 |
| 9633191 | Fleizach et al. | Apr 2017 | B2 |
| 9633660 | Haughay | Apr 2017 | B2 |
| 9633674 | Sinha | Apr 2017 | B2 |
| 9648107 | Penilla et al. | May 2017 | B1 |
| 9652453 | Mathur et al. | May 2017 | B2 |
| 9658746 | Cohn et al. | May 2017 | B2 |
| 9659002 | Medlock et al. | May 2017 | B2 |
| 9659298 | Lynch et al. | May 2017 | B2 |
| 9665567 | Li et al. | May 2017 | B2 |
| 9665662 | Gautam et al. | May 2017 | B1 |
| 9668121 | Naik et al. | May 2017 | B2 |
| 9672725 | Dotan-Cohen et al. | Jun 2017 | B2 |
| 9672822 | Brown et al. | Jun 2017 | B2 |
| 9691378 | Meyers et al. | Jun 2017 | B1 |
| 9697822 | Naik et al. | Jul 2017 | B1 |
| 9697827 | Lilly et al. | Jul 2017 | B1 |
| 9698999 | Mutagi | Jul 2017 | B2 |
| 9720907 | Bangalore et al. | Aug 2017 | B2 |
| 9721566 | Newendorp et al. | Aug 2017 | B2 |
| 9721570 | Beal et al. | Aug 2017 | B1 |
| 9723130 | Rand | Aug 2017 | B2 |
| 9734817 | Putrycz | Aug 2017 | B1 |
| 9734839 | Adams | Aug 2017 | B1 |
| 9741343 | Miles et al. | Aug 2017 | B1 |
| 9747083 | Roman et al. | Aug 2017 | B1 |
| 9747093 | Latino et al. | Aug 2017 | B2 |
| 9755605 | Li et al. | Sep 2017 | B1 |
| 9760566 | Heck et al. | Sep 2017 | B2 |
| 9767710 | Lee et al. | Sep 2017 | B2 |
| 9772994 | Karov et al. | Sep 2017 | B2 |
| 9786271 | Combs et al. | Oct 2017 | B1 |
| 9792907 | Bocklet et al. | Oct 2017 | B2 |
| 9798719 | Karov et al. | Oct 2017 | B2 |
| 9812128 | Mixter et al. | Nov 2017 | B2 |
| 9813882 | Masterman | Nov 2017 | B1 |
| 9818400 | Paulik et al. | Nov 2017 | B2 |
| 9823811 | Brown et al. | Nov 2017 | B2 |
| 9823828 | Zambetti et al. | Nov 2017 | B2 |
| 9824379 | Khandelwal et al. | Nov 2017 | B2 |
| 9830044 | Brown et al. | Nov 2017 | B2 |
| 9830449 | Wagner | Nov 2017 | B1 |
| 9842168 | Heck et al. | Dec 2017 | B2 |
| 9842584 | Hart et al. | Dec 2017 | B1 |
| 9846685 | Li | Dec 2017 | B2 |
| 9846836 | Gao et al. | Dec 2017 | B2 |
| 9858925 | Gruber et al. | Jan 2018 | B2 |
| 9858927 | Williams et al. | Jan 2018 | B2 |
| 9886953 | Lemay et al. | Feb 2018 | B2 |
| 9887949 | Shepherd et al. | Feb 2018 | B2 |
| 9916839 | Scalise et al. | Mar 2018 | B1 |
| 9922642 | Pitschel et al. | Mar 2018 | B2 |
| 9934777 | Joseph et al. | Apr 2018 | B1 |
| 9934785 | Hulaud | Apr 2018 | B1 |
| 9946862 | Yun et al. | Apr 2018 | B2 |
| 9948728 | Linn et al. | Apr 2018 | B2 |
| 9959129 | Kannan et al. | May 2018 | B2 |
| 9966065 | Gruber et al. | May 2018 | B2 |
| 9966068 | Cash et al. | May 2018 | B2 |
| 9967381 | Kashimba et al. | May 2018 | B1 |
| 9971495 | Shetty et al. | May 2018 | B2 |
| 9984686 | Mutagi et al. | May 2018 | B1 |
| 9986419 | Naik et al. | May 2018 | B2 |
| 9990129 | Yang et al. | Jun 2018 | B2 |
| 9990176 | Gray | Jun 2018 | B1 |
| 9998552 | Ledet | Jun 2018 | B1 |
| 10001817 | Zambetti et al. | Jun 2018 | B2 |
| 10013416 | Bhardwaj et al. | Jul 2018 | B1 |
| 10013654 | Levy et al. | Jul 2018 | B1 |
| 10013979 | Roma et al. | Jul 2018 | B1 |
| 10019436 | Huang | Jul 2018 | B2 |
| 10032451 | Mamkina et al. | Jul 2018 | B1 |
| 10032455 | Newman et al. | Jul 2018 | B2 |
| 10037758 | Jing et al. | Jul 2018 | B2 |
| 10043516 | Saddler et al. | Aug 2018 | B2 |
| 10049161 | Kaneko | Aug 2018 | B2 |
| 10049663 | Orr et al. | Aug 2018 | B2 |
| 10049668 | Huang et al. | Aug 2018 | B2 |
| 10055390 | Sharifi et al. | Aug 2018 | B2 |
| 10055681 | Brown et al. | Aug 2018 | B2 |
| 10074360 | Kim | Sep 2018 | B2 |
| 10074371 | Wang et al. | Sep 2018 | B1 |
| 10078487 | Gruber et al. | Sep 2018 | B2 |
| 10083213 | Podgorny et al. | Sep 2018 | B1 |
| 10083690 | Giuli et al. | Sep 2018 | B2 |
| 10088972 | Brown et al. | Oct 2018 | B2 |
| 10089072 | Piersol et al. | Oct 2018 | B2 |
| 10096319 | Jin et al. | Oct 2018 | B1 |
| 10101887 | Bernstein et al. | Oct 2018 | B2 |
| 10102359 | Cheyer | Oct 2018 | B2 |
| 10115055 | Weiss et al. | Oct 2018 | B2 |
| 10127901 | Zhao et al. | Nov 2018 | B2 |
| 10127908 | Deller et al. | Nov 2018 | B1 |
| 10134425 | Johnson, Jr. | Nov 2018 | B1 |
| 10135965 | Woolsey et al. | Nov 2018 | B2 |
| 10169329 | Futrell et al. | Jan 2019 | B2 |
| 10170123 | Orr et al. | Jan 2019 | B2 |
| 10170135 | Pearce et al. | Jan 2019 | B1 |
| 10175879 | Missig et al. | Jan 2019 | B2 |
| 10176167 | Evermann | Jan 2019 | B2 |
| 10176802 | Ladhak et al. | Jan 2019 | B1 |
| 10176808 | Lovitt et al. | Jan 2019 | B1 |
| 10178301 | Welbourne et al. | Jan 2019 | B1 |
| 10185542 | Carson et al. | Jan 2019 | B2 |
| 10186254 | Williams et al. | Jan 2019 | B2 |
| 10186266 | Devaraj et al. | Jan 2019 | B1 |
| 10191627 | Cieplinski et al. | Jan 2019 | B2 |
| 10191646 | Zambetti et al. | Jan 2019 | B2 |
| 10191718 | Rhee et al. | Jan 2019 | B2 |
| 10192546 | Piersol et al. | Jan 2019 | B1 |
| 10192552 | Raitio et al. | Jan 2019 | B2 |
| 10192557 | Lee et al. | Jan 2019 | B2 |
| 10199051 | Binder et al. | Feb 2019 | B2 |
| 10200824 | Gross et al. | Feb 2019 | B2 |
| 10216351 | Yang | Feb 2019 | B2 |
| 10216832 | Bangalore et al. | Feb 2019 | B2 |
| 10223066 | Martel et al. | Mar 2019 | B2 |
| 10225711 | Parks et al. | Mar 2019 | B2 |
| 10229356 | Liu et al. | Mar 2019 | B1 |
| 10237711 | Linn et al. | Mar 2019 | B2 |
| 10248308 | Karunamuni et al. | Apr 2019 | B2 |
| 10249300 | Booker et al. | Apr 2019 | B2 |
| 10255922 | Sharifi et al. | Apr 2019 | B1 |
| 10261830 | Gupta et al. | Apr 2019 | B2 |
| 10269345 | Castillo et al. | Apr 2019 | B2 |
| 10275513 | Cowan et al. | Apr 2019 | B1 |
| 10289205 | Sumter et al. | May 2019 | B1 |
| 10296160 | Shah et al. | May 2019 | B2 |
| 10297253 | Walker, II et al. | May 2019 | B2 |
| 10303772 | Hosn et al. | May 2019 | B2 |
| 10304463 | Mixter et al. | May 2019 | B2 |
| 10311482 | Baldwin | Jun 2019 | B2 |
| 10311871 | Newendorp et al. | Jun 2019 | B2 |
| 10325598 | Basye et al. | Jun 2019 | B2 |
| 10332513 | D'Souza et al. | Jun 2019 | B1 |
| 10332518 | Garg et al. | Jun 2019 | B2 |
| 10339224 | Fukuoka | Jul 2019 | B2 |
| 10346540 | Karov et al. | Jul 2019 | B2 |
| 10346753 | Soon-Shiong et al. | Jul 2019 | B2 |
| 10346878 | Ostermann et al. | Jul 2019 | B1 |
| 10353975 | Oh et al. | Jul 2019 | B2 |
| 10354677 | Mohamed et al. | Jul 2019 | B2 |
| 10356243 | Sanghavi et al. | Jul 2019 | B2 |
| 10360716 | Van Der Meulen et al. | Jul 2019 | B1 |
| 10365887 | Mulherkar | Jul 2019 | B1 |
| 10366160 | Castelli et al. | Jul 2019 | B2 |
| 10366692 | Adams et al. | Jul 2019 | B1 |
| 10372814 | Gliozzo et al. | Aug 2019 | B2 |
| 10372881 | Ingrassia, Jr. et al. | Aug 2019 | B2 |
| 10389876 | Engelke et al. | Aug 2019 | B2 |
| 10402066 | Kawana | Sep 2019 | B2 |
| 10403283 | Schramm et al. | Sep 2019 | B1 |
| 10409454 | Kagan et al. | Sep 2019 | B2 |
| 10410637 | Paulik et al. | Sep 2019 | B2 |
| 10417037 | Gruber et al. | Sep 2019 | B2 |
| 10417344 | Futrell et al. | Sep 2019 | B2 |
| 10417554 | Scheffler | Sep 2019 | B2 |
| 10446142 | Lim et al. | Oct 2019 | B2 |
| 10453117 | Reavely et al. | Oct 2019 | B1 |
| 10469665 | Bell et al. | Nov 2019 | B1 |
| 10474961 | Brigham et al. | Nov 2019 | B2 |
| 10482875 | Henry | Nov 2019 | B2 |
| 10496364 | Yao | Dec 2019 | B2 |
| 10496705 | Irani et al. | Dec 2019 | B1 |
| 10497365 | Gruber et al. | Dec 2019 | B2 |
| 10504518 | Irani et al. | Dec 2019 | B1 |
| 10521946 | Roche et al. | Dec 2019 | B1 |
| 10528386 | Yu | Jan 2020 | B2 |
| 10566007 | Fawaz et al. | Feb 2020 | B2 |
| 10568032 | Freeman et al. | Feb 2020 | B2 |
| 10580409 | Walker, II et al. | Mar 2020 | B2 |
| 10582355 | Lebeau et al. | Mar 2020 | B1 |
| 10585957 | Heck et al. | Mar 2020 | B2 |
| 10586369 | Roche et al. | Mar 2020 | B1 |
| 10629186 | Slifka | Apr 2020 | B1 |
| 10630795 | Aoki et al. | Apr 2020 | B2 |
| 10642934 | Heck et al. | May 2020 | B2 |
| 10659851 | Lister et al. | May 2020 | B2 |
| 10671428 | Zeitlin | Jun 2020 | B2 |
| 10706841 | Gruber et al. | Jul 2020 | B2 |
| 10721190 | Zhao et al. | Jul 2020 | B2 |
| 10732708 | Roche et al. | Aug 2020 | B1 |
| 10755032 | Douglas et al. | Aug 2020 | B2 |
| 10757499 | Vautrin et al. | Aug 2020 | B1 |
| 10769385 | Evermann | Sep 2020 | B2 |
| 10783151 | Bushkin et al. | Sep 2020 | B1 |
| 10783883 | Mixter et al. | Sep 2020 | B2 |
| 10791176 | Phipps et al. | Sep 2020 | B2 |
| 10795944 | Brown et al. | Oct 2020 | B2 |
| 10796100 | Bangalore et al. | Oct 2020 | B2 |
| 10803255 | Dubyak et al. | Oct 2020 | B2 |
| 10811013 | Secker-Walker et al. | Oct 2020 | B1 |
| 10842968 | Kahn et al. | Nov 2020 | B1 |
| 10846618 | Ravi et al. | Nov 2020 | B2 |
| 10885277 | Ravi et al. | Jan 2021 | B2 |
| 10957311 | Solomon et al. | Mar 2021 | B2 |
| 10974139 | Feder et al. | Apr 2021 | B2 |
| 10978090 | Binder et al. | Apr 2021 | B2 |
| 11037565 | Kudurshian et al. | Jun 2021 | B2 |
| 20030005174 | Coffman et al. | Jan 2003 | A1 |
| 20050015444 | Rambo | Jan 2005 | A1 |
| 20050075875 | Shozakai et al. | Apr 2005 | A1 |
| 20050278444 | Sims | Dec 2005 | A1 |
| 20060135197 | Jin | Jun 2006 | A1 |
| 20070043820 | George et al. | Feb 2007 | A1 |
| 20070243863 | Hong | Oct 2007 | A1 |
| 20090234655 | Kwon | Sep 2009 | A1 |
| 20090252305 | Rohde et al. | Oct 2009 | A1 |
| 20100229100 | Miller et al. | Sep 2010 | A1 |
| 20100269040 | Lee | Oct 2010 | A1 |
| 20100318570 | Narasinghanallur et al. | Dec 2010 | A1 |
| 20110002487 | Panther et al. | Jan 2011 | A1 |
| 20110004475 | Bellegarda | Jan 2011 | A1 |
| 20110006876 | Moberg et al. | Jan 2011 | A1 |
| 20110009107 | Guba et al. | Jan 2011 | A1 |
| 20110010178 | Lee et al. | Jan 2011 | A1 |
| 20110010644 | Merrill et al. | Jan 2011 | A1 |
| 20110015928 | Odell et al. | Jan 2011 | A1 |
| 20110016150 | Engstrom et al. | Jan 2011 | A1 |
| 20110016421 | Krupka et al. | Jan 2011 | A1 |
| 20110018695 | Bells et al. | Jan 2011 | A1 |
| 20110018870 | Shuster | Jan 2011 | A1 |
| 20110021211 | Ohki | Jan 2011 | A1 |
| 20110021213 | Carr | Jan 2011 | A1 |
| 20110022292 | Shen et al. | Jan 2011 | A1 |
| 20110022388 | Wu et al. | Jan 2011 | A1 |
| 20110022393 | Wäller et al. | Jan 2011 | A1 |
| 20110022394 | Wide | Jan 2011 | A1 |
| 20110022472 | Zon | Jan 2011 | A1 |
| 20110022952 | Wu et al. | Jan 2011 | A1 |
| 20110028083 | Soitis | Feb 2011 | A1 |
| 20110029616 | Wang et al. | Feb 2011 | A1 |
| 20110029637 | Morse | Feb 2011 | A1 |
| 20110030067 | Wilson | Feb 2011 | A1 |
| 20110033064 | Johnson et al. | Feb 2011 | A1 |
| 20110034183 | Haag et al. | Feb 2011 | A1 |
| 20110035144 | Okamoto et al. | Feb 2011 | A1 |
| 20110035434 | Lockwood | Feb 2011 | A1 |
| 20110038489 | Visser et al. | Feb 2011 | A1 |
| 20110039584 | Merrett | Feb 2011 | A1 |
| 20110040707 | Theisen et al. | Feb 2011 | A1 |
| 20110045841 | Kuhlke et al. | Feb 2011 | A1 |
| 20110047072 | Ciurea | Feb 2011 | A1 |
| 20110047149 | Vaananen | Feb 2011 | A1 |
| 20110047161 | Myaeng et al. | Feb 2011 | A1 |
| 20110047246 | Frissora et al. | Feb 2011 | A1 |
| 20110047266 | Yu et al. | Feb 2011 | A1 |
| 20110047605 | Sontag et al. | Feb 2011 | A1 |
| 20110050591 | Kim et al. | Mar 2011 | A1 |
| 20110050592 | Kim et al. | Mar 2011 | A1 |
| 20110054647 | Chipchase | Mar 2011 | A1 |
| 20110054894 | Phillips et al. | Mar 2011 | A1 |
| 20110054901 | Qin et al. | Mar 2011 | A1 |
| 20110055244 | Donelli | Mar 2011 | A1 |
| 20110055256 | Phillips et al. | Mar 2011 | A1 |
| 20110060584 | Ferrucci et al. | Mar 2011 | A1 |
| 20110060587 | Phillips et al. | Mar 2011 | A1 |
| 20110060589 | Weinberg | Mar 2011 | A1 |
| 20110060807 | Martin et al. | Mar 2011 | A1 |
| 20110060812 | Middleton | Mar 2011 | A1 |
| 20110064378 | Gharaat et al. | Mar 2011 | A1 |
| 20110064387 | Mendeloff et al. | Mar 2011 | A1 |
| 20110064388 | Brown et al. | Mar 2011 | A1 |
| 20110065456 | Brennan et al. | Mar 2011 | A1 |
| 20110066366 | Ellanti et al. | Mar 2011 | A1 |
| 20110066436 | Bezar | Mar 2011 | A1 |
| 20110066468 | Huang et al. | Mar 2011 | A1 |
| 20110066602 | Studer et al. | Mar 2011 | A1 |
| 20110066634 | Phillips et al. | Mar 2011 | A1 |
| 20110072033 | White et al. | Mar 2011 | A1 |
| 20110072114 | Hoffert et al. | Mar 2011 | A1 |
| 20110072492 | Mohler et al. | Mar 2011 | A1 |
| 20110075818 | Vance et al. | Mar 2011 | A1 |
| 20110076994 | Kim et al. | Mar 2011 | A1 |
| 20110077943 | Miki et al. | Mar 2011 | A1 |
| 20110080260 | Wang et al. | Apr 2011 | A1 |
| 20110081889 | Gao et al. | Apr 2011 | A1 |
| 20110082688 | Kim et al. | Apr 2011 | A1 |
| 20110083079 | Farrell et al. | Apr 2011 | A1 |
| 20110087491 | Wittenstein et al. | Apr 2011 | A1 |
| 20110087685 | Lin et al. | Apr 2011 | A1 |
| 20110090078 | Kim et al. | Apr 2011 | A1 |
| 20110092187 | Miller | Apr 2011 | A1 |
| 20110093261 | Angott | Apr 2011 | A1 |
| 20110093265 | Stent et al. | Apr 2011 | A1 |
| 20110093271 | Bernard | Apr 2011 | A1 |
| 20110093272 | Isobe et al. | Apr 2011 | A1 |
| 20110099000 | Rai et al. | Apr 2011 | A1 |
| 20110099157 | LeBeau et al. | Apr 2011 | A1 |
| 20110102161 | Heubel et al. | May 2011 | A1 |
| 20110103682 | Chidlovskii et al. | May 2011 | A1 |
| 20110105097 | Tadayon et al. | May 2011 | A1 |
| 20110106534 | Lebeau et al. | May 2011 | A1 |
| 20110106536 | Klappert | May 2011 | A1 |
| 20110106736 | Aharonson et al. | May 2011 | A1 |
| 20110106878 | Cho et al. | May 2011 | A1 |
| 20110106892 | Nelson et al. | May 2011 | A1 |
| 20110110502 | Daye et al. | May 2011 | A1 |
| 20110111724 | Baptiste | May 2011 | A1 |
| 20110112825 | Bellegarda | May 2011 | A1 |
| 20110112827 | Kennewick et al. | May 2011 | A1 |
| 20110112837 | Kurki-Suonio et al. | May 2011 | A1 |
| 20110112838 | Adibi | May 2011 | A1 |
| 20110112921 | Kennewick et al. | May 2011 | A1 |
| 20110116480 | Li et al. | May 2011 | A1 |
| 20110116610 | Shaw et al. | May 2011 | A1 |
| 20110119049 | Ylonen | May 2011 | A1 |
| 20110119051 | Li et al. | May 2011 | A1 |
| 20110119623 | Kim | May 2011 | A1 |
| 20110119713 | Chang et al. | May 2011 | A1 |
| 20110119715 | Chang et al. | May 2011 | A1 |
| 20110123004 | Chang et al. | May 2011 | A1 |
| 20110123100 | Carroll et al. | May 2011 | A1 |
| 20110125498 | Pickering et al. | May 2011 | A1 |
| 20110125540 | Jang et al. | May 2011 | A1 |
| 20110125701 | Nair et al. | May 2011 | A1 |
| 20110130958 | Stahl et al. | Jun 2011 | A1 |
| 20110131036 | DiCristo et al. | Jun 2011 | A1 |
| 20110131038 | Oyaizu et al. | Jun 2011 | A1 |
| 20110131045 | Cristo et al. | Jun 2011 | A1 |
| 20110137636 | Srihari et al. | Jun 2011 | A1 |
| 20110137664 | Kho et al. | Jun 2011 | A1 |
| 20110141141 | Kankainen | Jun 2011 | A1 |
| 20110143718 | Engelhart, Sr. | Jun 2011 | A1 |
| 20110143726 | de Silva | Jun 2011 | A1 |
| 20110143811 | Rodriguez | Jun 2011 | A1 |
| 20110144857 | Wingrove et al. | Jun 2011 | A1 |
| 20110144901 | Wang | Jun 2011 | A1 |
| 20110144973 | Bocchieri et al. | Jun 2011 | A1 |
| 20110144999 | Jang et al. | Jun 2011 | A1 |
| 20110145718 | Ketola et al. | Jun 2011 | A1 |
| 20110151415 | Darling et al. | Jun 2011 | A1 |
| 20110151830 | Blanda, Jr. et al. | Jun 2011 | A1 |
| 20110153209 | Geelen | Jun 2011 | A1 |
| 20110153322 | Kwak et al. | Jun 2011 | A1 |
| 20110153324 | Ballinger et al. | Jun 2011 | A1 |
| 20110153325 | Ballinger et al. | Jun 2011 | A1 |
| 20110153329 | Moorer | Jun 2011 | A1 |
| 20110153330 | Yazdani et al. | Jun 2011 | A1 |
| 20110153373 | Dantzig et al. | Jun 2011 | A1 |
| 20110154193 | Creutz et al. | Jun 2011 | A1 |
| 20110157029 | Tseng | Jun 2011 | A1 |
| 20110161072 | Terao et al. | Jun 2011 | A1 |
| 20110161076 | Davis et al. | Jun 2011 | A1 |
| 20110161079 | Gruhn et al. | Jun 2011 | A1 |
| 20110161309 | Lung et al. | Jun 2011 | A1 |
| 20110161852 | Vainio et al. | Jun 2011 | A1 |
| 20110166851 | LeBeau et al. | Jul 2011 | A1 |
| 20110166855 | Vermeulen et al. | Jul 2011 | A1 |
| 20110166862 | Eshed et al. | Jul 2011 | A1 |
| 20110167350 | Hoellwarth | Jul 2011 | A1 |
| 20110173003 | Levanon et al. | Jul 2011 | A1 |
| 20110173537 | Hemphill | Jul 2011 | A1 |
| 20110175810 | Markovic et al. | Jul 2011 | A1 |
| 20110178804 | Inoue et al. | Jul 2011 | A1 |
| 20110179002 | Dumitru et al. | Jul 2011 | A1 |
| 20110179372 | Moore et al. | Jul 2011 | A1 |
| 20110183627 | Ueda et al. | Jul 2011 | A1 |
| 20110183650 | McKee | Jul 2011 | A1 |
| 20110184721 | Subramanian et al. | Jul 2011 | A1 |
| 20110184730 | LeBeau et al. | Jul 2011 | A1 |
| 20110184736 | Slotznick | Jul 2011 | A1 |
| 20110184737 | Nakano et al. | Jul 2011 | A1 |
| 20110184768 | Norton et al. | Jul 2011 | A1 |
| 20110184789 | Kirsch | Jul 2011 | A1 |
| 20110185288 | Gupta et al. | Jul 2011 | A1 |
| 20110191105 | Spears | Aug 2011 | A1 |
| 20110191108 | Friedlander | Aug 2011 | A1 |
| 20110191271 | Baker et al. | Aug 2011 | A1 |
| 20110191344 | Jin et al. | Aug 2011 | A1 |
| 20110195758 | Damale et al. | Aug 2011 | A1 |
| 20110196670 | Dang et al. | Aug 2011 | A1 |
| 20110197128 | Assadollahi | Aug 2011 | A1 |
| 20110199312 | Okuta | Aug 2011 | A1 |
| 20110201385 | Higginbotham | Aug 2011 | A1 |
| 20110201387 | Paek et al. | Aug 2011 | A1 |
| 20110202526 | Lee et al. | Aug 2011 | A1 |
| 20110202594 | Ricci | Aug 2011 | A1 |
| 20110202874 | Ramer et al. | Aug 2011 | A1 |
| 20110205149 | Tom | Aug 2011 | A1 |
| 20110208511 | Sikstrom et al. | Aug 2011 | A1 |
| 20110208524 | Haughay | Aug 2011 | A1 |
| 20110209088 | Hinckley et al. | Aug 2011 | A1 |
| 20110212717 | Rhoads et al. | Sep 2011 | A1 |
| 20110214149 | Schlacht | Sep 2011 | A1 |
| 20110216093 | Griffin | Sep 2011 | A1 |
| 20110218806 | Alewine et al. | Sep 2011 | A1 |
| 20110218855 | Cao et al. | Sep 2011 | A1 |
| 20110219018 | Bailey et al. | Sep 2011 | A1 |
| 20110223893 | Lau et al. | Sep 2011 | A1 |
| 20110224972 | Millett et al. | Sep 2011 | A1 |
| 20110228913 | Cochinwala et al. | Sep 2011 | A1 |
| 20110231182 | Weider et al. | Sep 2011 | A1 |
| 20110231184 | Kerr | Sep 2011 | A1 |
| 20110231188 | Kennewick et al. | Sep 2011 | A1 |
| 20110231189 | Anastasiadis et al. | Sep 2011 | A1 |
| 20110231218 | Tovar | Sep 2011 | A1 |
| 20110231432 | Sata et al. | Sep 2011 | A1 |
| 20110231474 | Locker et al. | Sep 2011 | A1 |
| 20110238191 | Kristjansson et al. | Sep 2011 | A1 |
| 20110238407 | Kent | Sep 2011 | A1 |
| 20110238408 | Larcheveque et al. | Sep 2011 | A1 |
| 20110238676 | Liu et al. | Sep 2011 | A1 |
| 20110239111 | Grover | Sep 2011 | A1 |
| 20110242007 | Gray et al. | Oct 2011 | A1 |
| 20110244888 | Ohki | Oct 2011 | A1 |
| 20110246471 | Rakib | Oct 2011 | A1 |
| 20110246891 | Schubert et al. | Oct 2011 | A1 |
| 20110249144 | Chang | Oct 2011 | A1 |
| 20110250570 | Mack | Oct 2011 | A1 |
| 20110252108 | Morris et al. | Oct 2011 | A1 |
| 20110257966 | Rychlik | Oct 2011 | A1 |
| 20110258188 | Abdalmageed et al. | Oct 2011 | A1 |
| 20110258682 | Yin | Oct 2011 | A1 |
| 20110260829 | Lee | Oct 2011 | A1 |
| 20110260861 | Singh et al. | Oct 2011 | A1 |
| 20110264530 | Santangelo et al. | Oct 2011 | A1 |
| 20110264643 | Cao | Oct 2011 | A1 |
| 20110264999 | Bells et al. | Oct 2011 | A1 |
| 20110270604 | Qi et al. | Nov 2011 | A1 |
| 20110274303 | Filson et al. | Nov 2011 | A1 |
| 20110276595 | Kirkland et al. | Nov 2011 | A1 |
| 20110276598 | Kozempel | Nov 2011 | A1 |
| 20110276944 | Bergman et al. | Nov 2011 | A1 |
| 20110279368 | Klein et al. | Nov 2011 | A1 |
| 20110280143 | Li et al. | Nov 2011 | A1 |
| 20110282663 | Talwar et al. | Nov 2011 | A1 |
| 20110282888 | Koperski et al. | Nov 2011 | A1 |
| 20110282903 | Zhang | Nov 2011 | A1 |
| 20110282906 | Wong | Nov 2011 | A1 |
| 20110283189 | McCarty | Nov 2011 | A1 |
| 20110283190 | Poltorak | Nov 2011 | A1 |
| 20110288852 | Dymetman et al. | Nov 2011 | A1 |
| 20110288855 | Roy | Nov 2011 | A1 |
| 20110288861 | Kurzwei et al. | Nov 2011 | A1 |
| 20110288863 | Rasmussen | Nov 2011 | A1 |
| 20110288866 | Rasmussen | Nov 2011 | A1 |
| 20110288917 | Wanek et al. | Nov 2011 | A1 |
| 20110289530 | Dureau et al. | Nov 2011 | A1 |
| 20110295590 | Lloyd et al. | Dec 2011 | A1 |
| 20110298585 | Barry | Dec 2011 | A1 |
| 20110301943 | Patch | Dec 2011 | A1 |
| 20110302162 | Xiao et al. | Dec 2011 | A1 |
| 20110302645 | Headley | Dec 2011 | A1 |
| 20110306426 | Novak et al. | Dec 2011 | A1 |
| 20110307241 | Waibel et al. | Dec 2011 | A1 |
| 20110307254 | Hunt et al. | Dec 2011 | A1 |
| 20110307491 | Fisk et al. | Dec 2011 | A1 |
| 20110307810 | Hilerio et al. | Dec 2011 | A1 |
| 20110313775 | Laligand et al. | Dec 2011 | A1 |
| 20110313803 | Friend et al. | Dec 2011 | A1 |
| 20110314003 | Ju et al. | Dec 2011 | A1 |
| 20110314032 | Bennett et al. | Dec 2011 | A1 |
| 20110314404 | Kotler et al. | Dec 2011 | A1 |
| 20110314539 | Horton | Dec 2011 | A1 |
| 20110320187 | Motik et al. | Dec 2011 | A1 |
| 20120002820 | Leichter | Jan 2012 | A1 |
| 20120005602 | Anttila et al. | Jan 2012 | A1 |
| 20120008754 | Mukherjee et al. | Jan 2012 | A1 |
| 20120010886 | Razavilar | Jan 2012 | A1 |
| 20120011138 | Dunning et al. | Jan 2012 | A1 |
| 20120013609 | Reponen et al. | Jan 2012 | A1 |
| 20120015629 | Olsen et al. | Jan 2012 | A1 |
| 20120016658 | Wu et al. | Jan 2012 | A1 |
| 20120016678 | Gruber | Jan 2012 | A1 |
| 20120019400 | Patel et al. | Jan 2012 | A1 |
| 20120020490 | Leichter | Jan 2012 | A1 |
| 20120020503 | Endo et al. | Jan 2012 | A1 |
| 20120022787 | LeBeau et al. | Jan 2012 | A1 |
| 20120022857 | Baldwin et al. | Jan 2012 | A1 |
| 20120022860 | Lloyd et al. | Jan 2012 | A1 |
| 20120022868 | LeBeau et al. | Jan 2012 | A1 |
| 20120022869 | Lloyd et al. | Jan 2012 | A1 |
| 20120022870 | Kristjansson et al. | Jan 2012 | A1 |
| 20120022872 | Gruber et al. | Jan 2012 | A1 |
| 20120022874 | Lloyd et al. | Jan 2012 | A1 |
| 20120022876 | LeBeau et al. | Jan 2012 | A1 |
| 20120022967 | Bachman et al. | Jan 2012 | A1 |
| 20120023088 | Cheng et al. | Jan 2012 | A1 |
| 20120023095 | Wadycki et al. | Jan 2012 | A1 |
| 20120023462 | Rosing et al. | Jan 2012 | A1 |
| 20120026395 | Jin et al. | Feb 2012 | A1 |
| 20120029661 | Jones et al. | Feb 2012 | A1 |
| 20120029910 | Medlock et al. | Feb 2012 | A1 |
| 20120034904 | LeBeau et al. | Feb 2012 | A1 |
| 20120035907 | Lebeau et al. | Feb 2012 | A1 |
| 20120035908 | Lebeau et al. | Feb 2012 | A1 |
| 20120035924 | Jitkoff et al. | Feb 2012 | A1 |
| 20120035925 | Friend et al. | Feb 2012 | A1 |
| 20120035926 | Ambler | Feb 2012 | A1 |
| 20120035931 | LeBeau et al. | Feb 2012 | A1 |
| 20120035932 | Jitkoff et al. | Feb 2012 | A1 |
| 20120035935 | Park et al. | Feb 2012 | A1 |
| 20120036556 | LeBeau et al. | Feb 2012 | A1 |
| 20120039539 | Boiman et al. | Feb 2012 | A1 |
| 20120039578 | Issa et al. | Feb 2012 | A1 |
| 20120041752 | Wang et al. | Feb 2012 | A1 |
| 20120041756 | Hanazawa et al. | Feb 2012 | A1 |
| 20120041759 | Barker et al. | Feb 2012 | A1 |
| 20120042014 | Desai et al. | Feb 2012 | A1 |
| 20120042343 | Laligand et al. | Feb 2012 | A1 |
| 20120052945 | Miyamoto et al. | Mar 2012 | A1 |
| 20120053815 | Montanari et al. | Mar 2012 | A1 |
| 20120053829 | Agarwal et al. | Mar 2012 | A1 |
| 20120053945 | Gupta et al. | Mar 2012 | A1 |
| 20120056815 | Mehra | Mar 2012 | A1 |
| 20120059655 | Cartales | Mar 2012 | A1 |
| 20120059813 | Sejnoha et al. | Mar 2012 | A1 |
| 20120060052 | White et al. | Mar 2012 | A1 |
| 20120062473 | Xiao et al. | Mar 2012 | A1 |
| 20120064975 | Gault et al. | Mar 2012 | A1 |
| 20120065972 | Strifler et al. | Mar 2012 | A1 |
| 20120066212 | Jennings | Mar 2012 | A1 |
| 20120066581 | Spalink | Mar 2012 | A1 |
| 20120075054 | Ge et al. | Mar 2012 | A1 |
| 20120075184 | Madhvanath | Mar 2012 | A1 |
| 20120077479 | Sabotta et al. | Mar 2012 | A1 |
| 20120078611 | Soltani et al. | Mar 2012 | A1 |
| 20120078624 | Yook et al. | Mar 2012 | A1 |
| 20120078627 | Wagner | Mar 2012 | A1 |
| 20120078635 | Rothkopf et al. | Mar 2012 | A1 |
| 20120078747 | Chakrabarti et al. | Mar 2012 | A1 |
| 20120082317 | Pance et al. | Apr 2012 | A1 |
| 20120083286 | Kim et al. | Apr 2012 | A1 |
| 20120084086 | Gilbert et al. | Apr 2012 | A1 |
| 20120084087 | Yang et al. | Apr 2012 | A1 |
| 20120084089 | Lloyd et al. | Apr 2012 | A1 |
| 20120084251 | Lingenfelder et al. | Apr 2012 | A1 |
| 20120084634 | Wong et al. | Apr 2012 | A1 |
| 20120088219 | Briscoe et al. | Apr 2012 | A1 |
| 20120089331 | Schmidt et al. | Apr 2012 | A1 |
| 20120089659 | Halevi et al. | Apr 2012 | A1 |
| 20120094645 | Jeffrey | Apr 2012 | A1 |
| 20120101823 | Weng et al. | Apr 2012 | A1 |
| 20120105257 | Murillo et al. | May 2012 | A1 |
| 20120108166 | Hymel | May 2012 | A1 |
| 20120108221 | Thomas et al. | May 2012 | A1 |
| 20120109632 | Sugiura et al. | May 2012 | A1 |
| 20120109753 | Kennewick et al. | May 2012 | A1 |
| 20120109997 | Sparks et al. | May 2012 | A1 |
| 20120110456 | Larco et al. | May 2012 | A1 |
| 20120114108 | Katis et al. | May 2012 | A1 |
| 20120116770 | Chen et al. | May 2012 | A1 |
| 20120117499 | Mori et al. | May 2012 | A1 |
| 20120117590 | Agnihotri et al. | May 2012 | A1 |
| 20120124126 | Alcazar et al. | May 2012 | A1 |
| 20120124177 | Sparks | May 2012 | A1 |
| 20120124178 | Sparks | May 2012 | A1 |
| 20120128322 | Shaffer et al. | May 2012 | A1 |
| 20120130709 | Bocchieri et al. | May 2012 | A1 |
| 20120130995 | Risvik et al. | May 2012 | A1 |
| 20120135714 | King, II | May 2012 | A1 |
| 20120136529 | Curtis et al. | May 2012 | A1 |
| 20120136572 | Norton | May 2012 | A1 |
| 20120136649 | Freising et al. | May 2012 | A1 |
| 20120136658 | Shrum, Jr. et al. | May 2012 | A1 |
| 20120136855 | Ni et al. | May 2012 | A1 |
| 20120136985 | Popescu et al. | May 2012 | A1 |
| 20120137367 | Dupont et al. | May 2012 | A1 |
| 20120287067 | Ikegami | May 2012 | A1 |
| 20120148077 | Aldaz et al. | Jun 2012 | A1 |
| 20120149342 | Cohen et al. | Jun 2012 | A1 |
| 20120149394 | Singh et al. | Jun 2012 | A1 |
| 20120150532 | Mirowski et al. | Jun 2012 | A1 |
| 20120150544 | McLoughlin et al. | Jun 2012 | A1 |
| 20120150580 | Norton | Jun 2012 | A1 |
| 20120158293 | Burnham | Jun 2012 | A1 |
| 20120158399 | Tremblay et al. | Jun 2012 | A1 |
| 20120158422 | Burnham et al. | Jun 2012 | A1 |
| 20120159380 | Kocienda et al. | Jun 2012 | A1 |
| 20120163710 | Skaff et al. | Jun 2012 | A1 |
| 20120166177 | Beld et al. | Jun 2012 | A1 |
| 20120166196 | Ju et al. | Jun 2012 | A1 |
| 20120166429 | Moore et al. | Jun 2012 | A1 |
| 20120166942 | Ramerth et al. | Jun 2012 | A1 |
| 20120166959 | Hilerio et al. | Jun 2012 | A1 |
| 20120166970 | Gastaldi | Jun 2012 | A1 |
| 20120166998 | Cotterill et al. | Jun 2012 | A1 |
| 20120173222 | Wang et al. | Jul 2012 | A1 |
| 20120173244 | Kwak et al. | Jul 2012 | A1 |
| 20120173464 | Tur et al. | Jul 2012 | A1 |
| 20120174121 | Treat et al. | Jul 2012 | A1 |
| 20120176255 | Choi et al. | Jul 2012 | A1 |
| 20120179457 | Newman et al. | Jul 2012 | A1 |
| 20120179467 | Williams et al. | Jul 2012 | A1 |
| 20120179471 | Newman et al. | Jul 2012 | A1 |
| 20120185237 | Gajic et al. | Jul 2012 | A1 |
| 20120185480 | Ni et al. | Jul 2012 | A1 |
| 20120185781 | Guzman et al. | Jul 2012 | A1 |
| 20120185803 | Wang et al. | Jul 2012 | A1 |
| 20120191461 | Lin et al. | Jul 2012 | A1 |
| 20120192096 | Bowman et al. | Jul 2012 | A1 |
| 20120197743 | Grigg et al. | Aug 2012 | A1 |
| 20120197967 | Sivavakeesar | Aug 2012 | A1 |
| 20120197995 | Caruso | Aug 2012 | A1 |
| 20120197998 | Kessel et al. | Aug 2012 | A1 |
| 20120201362 | Crossan et al. | Aug 2012 | A1 |
| 20120203767 | Williams et al. | Aug 2012 | A1 |
| 20120209454 | Miller et al. | Aug 2012 | A1 |
| 20120209654 | Romagnino et al. | Aug 2012 | A1 |
| 20120209853 | Desai et al. | Aug 2012 | A1 |
| 20120209874 | Wong et al. | Aug 2012 | A1 |
| 20120210266 | Jiang et al. | Aug 2012 | A1 |
| 20120210378 | Mccoy et al. | Aug 2012 | A1 |
| 20120214141 | Raya et al. | Aug 2012 | A1 |
| 20120214517 | Singh et al. | Aug 2012 | A1 |
| 20120215640 | Ramer et al. | Aug 2012 | A1 |
| 20120215762 | Hall et al. | Aug 2012 | A1 |
| 20120221339 | Wang et al. | Aug 2012 | A1 |
| 20120221552 | Reponen et al. | Aug 2012 | A1 |
| 20120223889 | Medlock et al. | Sep 2012 | A1 |
| 20120223936 | Aughey et al. | Sep 2012 | A1 |
| 20120232885 | Barbosa et al. | Sep 2012 | A1 |
| 20120232886 | Capuozzo et al. | Sep 2012 | A1 |
| 20120232906 | Lindahl | Sep 2012 | A1 |
| 20120233207 | Mohajer | Sep 2012 | A1 |
| 20120233266 | Hassan et al. | Sep 2012 | A1 |
| 20120233280 | Ebara | Sep 2012 | A1 |
| 20120239403 | Cano et al. | Sep 2012 | A1 |
| 20120239661 | Giblin | Sep 2012 | A1 |
| 20120239761 | Linner et al. | Sep 2012 | A1 |
| 20120242482 | Elumalai et al. | Sep 2012 | A1 |
| 20120245719 | Story, Jr. et al. | Sep 2012 | A1 |
| 20120245939 | Braho et al. | Sep 2012 | A1 |
| 20120245941 | Cheyer | Sep 2012 | A1 |
| 20120245944 | Gruber et al. | Sep 2012 | A1 |
| 20120246064 | Balkow | Sep 2012 | A1 |
| 20120250858 | Iqbal et al. | Oct 2012 | A1 |
| 20120252367 | Gaglio et al. | Oct 2012 | A1 |
| 20120252540 | Kirigaya | Oct 2012 | A1 |
| 20120253785 | Hamid et al. | Oct 2012 | A1 |
| 20120253791 | Heck et al. | Oct 2012 | A1 |
| 20120254143 | Varma et al. | Oct 2012 | A1 |
| 20120254152 | Park et al. | Oct 2012 | A1 |
| 20120254290 | Naaman | Oct 2012 | A1 |
| 20120259615 | Morin et al. | Oct 2012 | A1 |
| 20120262296 | Bezar | Oct 2012 | A1 |
| 20120265482 | Grokop et al. | Oct 2012 | A1 |
| 20120265528 | Gruber et al. | Oct 2012 | A1 |
| 20120265535 | Bryant-Rich et al. | Oct 2012 | A1 |
| 20120265787 | Hsu et al. | Oct 2012 | A1 |
| 20120265806 | Blanchflower et al. | Oct 2012 | A1 |
| 20120271625 | Bernard | Oct 2012 | A1 |
| 20120271634 | Lenke | Oct 2012 | A1 |
| 20120271635 | Ljolje | Oct 2012 | A1 |
| 20120271640 | Basir | Oct 2012 | A1 |
| 20120271676 | Aravamudan et al. | Oct 2012 | A1 |
| 20120275377 | Lehane et al. | Nov 2012 | A1 |
| 20120278744 | Kozitsyn et al. | Nov 2012 | A1 |
| 20120278812 | Wang | Nov 2012 | A1 |
| 20120284015 | Drewes | Nov 2012 | A1 |
| 20120284027 | Mallett et al. | Nov 2012 | A1 |
| 20120290291 | Shelley et al. | Nov 2012 | A1 |
| 20120290300 | Lee et al. | Nov 2012 | A1 |
| 20120290657 | Parks et al. | Nov 2012 | A1 |
| 20120290680 | Hwang | Nov 2012 | A1 |
| 20120295708 | Hernandez-Abrego et al. | Nov 2012 | A1 |
| 20120296638 | Patwa | Nov 2012 | A1 |
| 20120296649 | Bansal et al. | Nov 2012 | A1 |
| 20120296654 | Hendrickson et al. | Nov 2012 | A1 |
| 20120296891 | Rangan | Nov 2012 | A1 |
| 20120297341 | Glazer et al. | Nov 2012 | A1 |
| 20120297348 | Santoro | Nov 2012 | A1 |
| 20120303369 | Brush et al. | Nov 2012 | A1 |
| 20120303371 | Labsky et al. | Nov 2012 | A1 |
| 20120304124 | Chen et al. | Nov 2012 | A1 |
| 20120304239 | Shahraray et al. | Nov 2012 | A1 |
| 20120309363 | Gruber et al. | Dec 2012 | A1 |
| 20120310642 | Cao et al. | Dec 2012 | A1 |
| 20120310649 | Cannistraro et al. | Dec 2012 | A1 |
| 20120310652 | O'Sullivan | Dec 2012 | A1 |
| 20120310922 | Johnson et al. | Dec 2012 | A1 |
| 20120311478 | Van Os et al. | Dec 2012 | A1 |
| 20120311583 | Gruber et al. | Dec 2012 | A1 |
| 20120311584 | Gruber et al. | Dec 2012 | A1 |
| 20120311585 | Gruber et al. | Dec 2012 | A1 |
| 20120316774 | Yariv et al. | Dec 2012 | A1 |
| 20120316862 | Sultan et al. | Dec 2012 | A1 |
| 20120316875 | Nyquist et al. | Dec 2012 | A1 |
| 20120316878 | Singleton et al. | Dec 2012 | A1 |
| 20120316955 | Panguluri et al. | Dec 2012 | A1 |
| 20120317194 | Tian | Dec 2012 | A1 |
| 20120317498 | Logan et al. | Dec 2012 | A1 |
| 20120321112 | Schubert et al. | Dec 2012 | A1 |
| 20120323560 | Perez et al. | Dec 2012 | A1 |
| 20120323933 | He et al. | Dec 2012 | A1 |
| 20120324391 | Tocci | Dec 2012 | A1 |
| 20120327009 | Fleizach | Dec 2012 | A1 |
| 20120329529 | van der Raadt | Dec 2012 | A1 |
| 20120330660 | Jaiswal | Dec 2012 | A1 |
| 20120330661 | Lindahl | Dec 2012 | A1 |
| 20120330990 | Chen et al. | Dec 2012 | A1 |
| 20130002716 | Walker et al. | Jan 2013 | A1 |
| 20130005405 | Prociw | Jan 2013 | A1 |
| 20130006633 | Grokop et al. | Jan 2013 | A1 |
| 20130006637 | Kanevsky et al. | Jan 2013 | A1 |
| 20130006638 | Lindahl | Jan 2013 | A1 |
| 20130007240 | Qiu et al. | Jan 2013 | A1 |
| 20130007648 | Gamon et al. | Jan 2013 | A1 |
| 20130009858 | Lacey | Jan 2013 | A1 |
| 20130010575 | He et al. | Jan 2013 | A1 |
| 20130013313 | Shechtman et al. | Jan 2013 | A1 |
| 20130013319 | Grant et al. | Jan 2013 | A1 |
| 20130014026 | Beringer et al. | Jan 2013 | A1 |
| 20130018659 | Chi | Jan 2013 | A1 |
| 20130018863 | Regan et al. | Jan 2013 | A1 |
| 20130024277 | Tuchman et al. | Jan 2013 | A1 |
| 20130024576 | Dishneau et al. | Jan 2013 | A1 |
| 20130027875 | Zhu et al. | Jan 2013 | A1 |
| 20130028404 | Omalley et al. | Jan 2013 | A1 |
| 20130030787 | Cancedda et al. | Jan 2013 | A1 |
| 20130030789 | Dalce | Jan 2013 | A1 |
| 20130030804 | Zavaliagkos et al. | Jan 2013 | A1 |
| 20130030815 | Madhvanath et al. | Jan 2013 | A1 |
| 20130030904 | Aidasani et al. | Jan 2013 | A1 |
| 20130030913 | Zhu et al. | Jan 2013 | A1 |
| 20130030955 | David | Jan 2013 | A1 |
| 20130031162 | Willis et al. | Jan 2013 | A1 |
| 20130031476 | Coin | Jan 2013 | A1 |
| 20130176208 | Tanaka et al. | Jan 2013 | A1 |
| 20130033643 | Kim et al. | Feb 2013 | A1 |
| 20130035086 | Chardon et al. | Feb 2013 | A1 |
| 20130035942 | Kim et al. | Feb 2013 | A1 |
| 20130035961 | Yegnanarayanan | Feb 2013 | A1 |
| 20130038437 | Talati et al. | Feb 2013 | A1 |
| 20130041647 | Ramerth et al. | Feb 2013 | A1 |
| 20130041654 | Walker et al. | Feb 2013 | A1 |
| 20130041661 | Lee et al. | Feb 2013 | A1 |
| 20130041665 | Jang et al. | Feb 2013 | A1 |
| 20130041667 | Longe et al. | Feb 2013 | A1 |
| 20130041968 | Cohen et al. | Feb 2013 | A1 |
| 20130046544 | Kay et al. | Feb 2013 | A1 |
| 20130047178 | Moon et al. | Feb 2013 | A1 |
| 20130050089 | Neels et al. | Feb 2013 | A1 |
| 20130054550 | Bolohan | Feb 2013 | A1 |
| 20130054609 | Rajput et al. | Feb 2013 | A1 |
| 20130054613 | Bishop | Feb 2013 | A1 |
| 20130054631 | Govani et al. | Feb 2013 | A1 |
| 20130054675 | Jenkins | Feb 2013 | A1 |
| 20130054706 | Graham et al. | Feb 2013 | A1 |
| 20130055099 | Yao et al. | Feb 2013 | A1 |
| 20130055147 | Vasudev et al. | Feb 2013 | A1 |
| 20130060571 | Soemo et al. | Mar 2013 | A1 |
| 20130061139 | Mahkovec et al. | Mar 2013 | A1 |
| 20130063611 | Papakipos et al. | Mar 2013 | A1 |
| 20130066832 | Sheehan et al. | Mar 2013 | A1 |
| 20130067307 | Tian et al. | Mar 2013 | A1 |
| 20130067312 | Rose | Mar 2013 | A1 |
| 20130067421 | Osman et al. | Mar 2013 | A1 |
| 20130069769 | Pennington et al. | Mar 2013 | A1 |
| 20130073286 | Bastea-Forte et al. | Mar 2013 | A1 |
| 20130073293 | Jang et al. | Mar 2013 | A1 |
| 20130073346 | Chun et al. | Mar 2013 | A1 |
| 20130073580 | Mehanna et al. | Mar 2013 | A1 |
| 20130073676 | Cockcroft | Mar 2013 | A1 |
| 20130078930 | Chen et al. | Mar 2013 | A1 |
| 20130080152 | Brun et al. | Mar 2013 | A1 |
| 20130080162 | Chang et al. | Mar 2013 | A1 |
| 20130080167 | Mozer | Mar 2013 | A1 |
| 20130080177 | Chen | Mar 2013 | A1 |
| 20130080178 | Kang et al. | Mar 2013 | A1 |
| 20130080251 | Dempski | Mar 2013 | A1 |
| 20130082967 | Hillis et al. | Apr 2013 | A1 |
| 20130084882 | Khorashadi et al. | Apr 2013 | A1 |
| 20130085755 | Bringert et al. | Apr 2013 | A1 |
| 20130085761 | Bringert et al. | Apr 2013 | A1 |
| 20130086609 | Levy et al. | Apr 2013 | A1 |
| 20130090921 | Liu et al. | Apr 2013 | A1 |
| 20130091090 | Spivack et al. | Apr 2013 | A1 |
| 20130095805 | LeBeau et al. | Apr 2013 | A1 |
| 20130096909 | Brun et al. | Apr 2013 | A1 |
| 20130096911 | Beaufort et al. | Apr 2013 | A1 |
| 20130096917 | Edgar et al. | Apr 2013 | A1 |
| 20130097566 | Berglund | Apr 2013 | A1 |
| 20130097682 | Zeljkovic et al. | Apr 2013 | A1 |
| 20130100017 | Papakipos et al. | Apr 2013 | A1 |
| 20130100268 | Mihailidis et al. | Apr 2013 | A1 |
| 20130103391 | Millmore et al. | Apr 2013 | A1 |
| 20130103405 | Namba et al. | Apr 2013 | A1 |
| 20130106742 | Lee et al. | May 2013 | A1 |
| 20130107053 | Ozaki | May 2013 | A1 |
| 20130110505 | Gruber et al. | May 2013 | A1 |
| 20130110515 | Guzzoni et al. | May 2013 | A1 |
| 20130110518 | Gruber et al. | May 2013 | A1 |
| 20130110519 | Cheyer et al. | May 2013 | A1 |
| 20130110520 | Cheyer et al. | May 2013 | A1 |
| 20130110943 | Menon et al. | May 2013 | A1 |
| 20130111330 | Staikos et al. | May 2013 | A1 |
| 20130111348 | Gruber et al. | May 2013 | A1 |
| 20130111365 | Chen et al. | May 2013 | A1 |
| 20130111487 | Cheyer et al. | May 2013 | A1 |
| 20130111581 | Griffin et al. | May 2013 | A1 |
| 20130115927 | Gruber et al. | May 2013 | A1 |
| 20130117022 | Chen et al. | May 2013 | A1 |
| 20130124189 | Baldwin et al. | May 2013 | A1 |
| 20130124672 | Pan | May 2013 | A1 |
| 20130125168 | Agnihotri et al. | May 2013 | A1 |
| 20130130669 | Xiao et al. | May 2013 | A1 |
| 20130132081 | Ryu et al. | May 2013 | A1 |
| 20130132084 | Stonehocker et al. | May 2013 | A1 |
| 20130132089 | Fanty et al. | May 2013 | A1 |
| 20130132871 | Zeng et al. | May 2013 | A1 |
| 20130138440 | Strope et al. | May 2013 | A1 |
| 20130141551 | Kim | Jun 2013 | A1 |
| 20130142317 | Reynolds | Jun 2013 | A1 |
| 20130142345 | Waldmann | Jun 2013 | A1 |
| 20130144594 | Bangalore et al. | Jun 2013 | A1 |
| 20130144616 | Bangalore | Jun 2013 | A1 |
| 20130151258 | Chandrasekar et al. | Jun 2013 | A1 |
| 20130151339 | Kim et al. | Jun 2013 | A1 |
| 20130152092 | Yadgar | Jun 2013 | A1 |
| 20130154811 | Ferren et al. | Jun 2013 | A1 |
| 20130155948 | Pinheiro et al. | Jun 2013 | A1 |
| 20130156198 | Kim et al. | Jun 2013 | A1 |
| 20130157629 | Lee et al. | Jun 2013 | A1 |
| 20130158977 | Senior | Jun 2013 | A1 |
| 20130159847 | Banke et al. | Jun 2013 | A1 |
| 20130159861 | Rottler et al. | Jun 2013 | A1 |
| 20130165232 | Nelson et al. | Jun 2013 | A1 |
| 20130166278 | James et al. | Jun 2013 | A1 |
| 20130166303 | Chang et al. | Jun 2013 | A1 |
| 20130166332 | Hammad | Jun 2013 | A1 |
| 20130166442 | Nakajima et al. | Jun 2013 | A1 |
| 20130167242 | Paliwal | Jun 2013 | A1 |
| 20130170738 | Capuozzo et al. | Jul 2013 | A1 |
| 20130172022 | Seymour et al. | Jul 2013 | A1 |
| 20130173258 | Liu et al. | Jul 2013 | A1 |
| 20130173268 | Weng et al. | Jul 2013 | A1 |
| 20130173513 | Chu et al. | Jul 2013 | A1 |
| 20130173610 | Hu et al. | Jul 2013 | A1 |
| 20130174034 | Brown et al. | Jul 2013 | A1 |
| 20130176147 | Anderson et al. | Jul 2013 | A1 |
| 20130176244 | Yamamoto et al. | Jul 2013 | A1 |
| 20130176592 | Sasaki | Jul 2013 | A1 |
| 20130179168 | Bae et al. | Jul 2013 | A1 |
| 20130179172 | Nakamura et al. | Jul 2013 | A1 |
| 20130179440 | Gordon | Jul 2013 | A1 |
| 20130179806 | Bastide et al. | Jul 2013 | A1 |
| 20130183942 | Novick et al. | Jul 2013 | A1 |
| 20130183944 | Mozer et al. | Jul 2013 | A1 |
| 20130185059 | Riccardi | Jul 2013 | A1 |
| 20130185066 | Tzirkel-Hancock et al. | Jul 2013 | A1 |
| 20130185074 | Gruber et al. | Jul 2013 | A1 |
| 20130185081 | Cheyer et al. | Jul 2013 | A1 |
| 20130185336 | Singh et al. | Jul 2013 | A1 |
| 20130187850 | Schulz et al. | Jul 2013 | A1 |
| 20130187857 | Griffin et al. | Jul 2013 | A1 |
| 20130190021 | Vieri et al. | Jul 2013 | A1 |
| 20130191117 | Atti et al. | Jul 2013 | A1 |
| 20130191408 | Volkert | Jul 2013 | A1 |
| 20130197911 | Wei et al. | Aug 2013 | A1 |
| 20130197914 | Yelvington et al. | Aug 2013 | A1 |
| 20130198159 | Hendry | Aug 2013 | A1 |
| 20130198841 | Poulson | Aug 2013 | A1 |
| 20130204813 | Master et al. | Aug 2013 | A1 |
| 20130204897 | McDougall | Aug 2013 | A1 |
| 20130204967 | Seo et al. | Aug 2013 | A1 |
| 20130207898 | Sullivan et al. | Aug 2013 | A1 |
| 20130210410 | Xu | Aug 2013 | A1 |
| 20130210492 | You et al. | Aug 2013 | A1 |
| 20130212501 | Anderson et al. | Aug 2013 | A1 |
| 20130218553 | Fujii et al. | Aug 2013 | A1 |
| 20130218560 | Hsiao et al. | Aug 2013 | A1 |
| 20130218574 | Falcon et al. | Aug 2013 | A1 |
| 20130218899 | Raghavan et al. | Aug 2013 | A1 |
| 20130219333 | Palwe et al. | Aug 2013 | A1 |
| 20130222249 | Pasquero et al. | Aug 2013 | A1 |
| 20130225128 | Gomar | Aug 2013 | A1 |
| 20130226935 | Bai et al. | Aug 2013 | A1 |
| 20130231917 | Naik | Sep 2013 | A1 |
| 20130234947 | Kristensson et al. | Sep 2013 | A1 |
| 20130235987 | Arroniz-Escobar | Sep 2013 | A1 |
| 20130238326 | Kim et al. | Sep 2013 | A1 |
| 20130238540 | O'Donoghue et al. | Sep 2013 | A1 |
| 20130238647 | Thompson | Sep 2013 | A1 |
| 20130238729 | Holzman et al. | Sep 2013 | A1 |
| 20130244615 | Miller | Sep 2013 | A1 |
| 20130246048 | Nagase et al. | Sep 2013 | A1 |
| 20130246050 | Yu et al. | Sep 2013 | A1 |
| 20130246329 | Pasquero et al. | Sep 2013 | A1 |
| 20130253911 | Petri et al. | Sep 2013 | A1 |
| 20130253912 | Medlock et al. | Sep 2013 | A1 |
| 20130262168 | Makanawala et al. | Oct 2013 | A1 |
| 20130268263 | Park et al. | Oct 2013 | A1 |
| 20130268956 | Recco | Oct 2013 | A1 |
| 20130275117 | Winer | Oct 2013 | A1 |
| 20130275136 | Czahor | Oct 2013 | A1 |
| 20130275138 | Gruber et al. | Oct 2013 | A1 |
| 20130275164 | Gruber et al. | Oct 2013 | A1 |
| 20130275199 | Proctor, Jr. et al. | Oct 2013 | A1 |
| 20130275625 | Taivalsaari et al. | Oct 2013 | A1 |
| 20130275875 | Gruber et al. | Oct 2013 | A1 |
| 20130275899 | Schubert et al. | Oct 2013 | A1 |
| 20130279724 | Stafford et al. | Oct 2013 | A1 |
| 20130282709 | Zhu et al. | Oct 2013 | A1 |
| 20130283168 | Brown et al. | Oct 2013 | A1 |
| 20130283199 | Selig et al. | Oct 2013 | A1 |
| 20130283283 | Wang et al. | Oct 2013 | A1 |
| 20130285913 | Griffin et al. | Oct 2013 | A1 |
| 20130288722 | Ramanujam et al. | Oct 2013 | A1 |
| 20130289991 | Eshwar et al. | Oct 2013 | A1 |
| 20130289993 | Rao | Oct 2013 | A1 |
| 20130289994 | Newman et al. | Oct 2013 | A1 |
| 20130290905 | Luvogt et al. | Oct 2013 | A1 |
| 20130291015 | Pan | Oct 2013 | A1 |
| 20130297078 | Kolavennu | Nov 2013 | A1 |
| 20130297198 | Velde et al. | Nov 2013 | A1 |
| 20130297317 | Lee et al. | Nov 2013 | A1 |
| 20130297319 | Kim | Nov 2013 | A1 |
| 20130297348 | Cardoza et al. | Nov 2013 | A1 |
| 20130300645 | Fedorov | Nov 2013 | A1 |
| 20130300648 | Kim et al. | Nov 2013 | A1 |
| 20130303106 | Martin | Nov 2013 | A1 |
| 20130304476 | Kim et al. | Nov 2013 | A1 |
| 20130304479 | Teller et al. | Nov 2013 | A1 |
| 20130304758 | Gruber et al. | Nov 2013 | A1 |
| 20130304815 | Puente et al. | Nov 2013 | A1 |
| 20130305119 | Kern et al. | Nov 2013 | A1 |
| 20130307855 | Lamb et al. | Nov 2013 | A1 |
| 20130307997 | O'Keefe et al. | Nov 2013 | A1 |
| 20130308922 | Sano et al. | Nov 2013 | A1 |
| 20130311179 | Wagner | Nov 2013 | A1 |
| 20130311184 | Badavne et al. | Nov 2013 | A1 |
| 20130311487 | Moore et al. | Nov 2013 | A1 |
| 20130311997 | Gruber et al. | Nov 2013 | A1 |
| 20130315038 | Ferren et al. | Nov 2013 | A1 |
| 20130316679 | Miller et al. | Nov 2013 | A1 |
| 20130316746 | Miller et al. | Nov 2013 | A1 |
| 20130317921 | Havas | Nov 2013 | A1 |
| 20130318478 | Ogura | Nov 2013 | A1 |
| 20130321267 | Bhatti et al. | Dec 2013 | A1 |
| 20130322634 | Bennett et al. | Dec 2013 | A1 |
| 20130322665 | Bennett et al. | Dec 2013 | A1 |
| 20130325340 | Forstall et al. | Dec 2013 | A1 |
| 20130325436 | Wang et al. | Dec 2013 | A1 |
| 20130325443 | Begeja et al. | Dec 2013 | A1 |
| 20130325447 | Levien et al. | Dec 2013 | A1 |
| 20130325448 | Levien et al. | Dec 2013 | A1 |
| 20130325480 | Lee et al. | Dec 2013 | A1 |
| 20130325481 | Van Os et al. | Dec 2013 | A1 |
| 20130325484 | Chakladar et al. | Dec 2013 | A1 |
| 20130325844 | Plaisant | Dec 2013 | A1 |
| 20130325967 | Parks et al. | Dec 2013 | A1 |
| 20130325970 | Roberts et al. | Dec 2013 | A1 |
| 20130325979 | Mansfield et al. | Dec 2013 | A1 |
| 20130326576 | Zhang et al. | Dec 2013 | A1 |
| 20130328809 | Smith | Dec 2013 | A1 |
| 20130329023 | Suplee, III et al. | Dec 2013 | A1 |
| 20130331127 | Sabatelli et al. | Dec 2013 | A1 |
| 20130332113 | Piemonte et al. | Dec 2013 | A1 |
| 20130332159 | Federighi et al. | Dec 2013 | A1 |
| 20130332162 | Keen | Dec 2013 | A1 |
| 20130332164 | Nalk | Dec 2013 | A1 |
| 20130332168 | Kim et al. | Dec 2013 | A1 |
| 20130332172 | Prakash et al. | Dec 2013 | A1 |
| 20130332400 | González | Dec 2013 | A1 |
| 20130332538 | Clark et al. | Dec 2013 | A1 |
| 20130332721 | Chaudhri et al. | Dec 2013 | A1 |
| 20130339256 | Shroff | Dec 2013 | A1 |
| 20130339454 | Walker et al. | Dec 2013 | A1 |
| 20130339991 | Ricci | Dec 2013 | A1 |
| 20130342672 | Gray et al. | Dec 2013 | A1 |
| 20130343584 | Bennett et al. | Dec 2013 | A1 |
| 20130343721 | Abecassis | Dec 2013 | A1 |
| 20130346065 | Davidson et al. | Dec 2013 | A1 |
| 20130346068 | Solem et al. | Dec 2013 | A1 |
| 20130346347 | Patterson et al. | Dec 2013 | A1 |
| 20130347018 | Limp et al. | Dec 2013 | A1 |
| 20130347029 | Tang et al. | Dec 2013 | A1 |
| 20130347102 | Shi | Dec 2013 | A1 |
| 20130347117 | Parks et al. | Dec 2013 | A1 |
| 20140001255 | Anthoine | Jan 2014 | A1 |
| 20140002338 | Raffa et al. | Jan 2014 | A1 |
| 20140006012 | Zhou et al. | Jan 2014 | A1 |
| 20140006025 | Krishnan et al. | Jan 2014 | A1 |
| 20140006027 | Kim et al. | Jan 2014 | A1 |
| 20140006028 | Hu | Jan 2014 | A1 |
| 20140006030 | Fleizach et al. | Jan 2014 | A1 |
| 20140006153 | Thangam et al. | Jan 2014 | A1 |
| 20140006483 | Garmark et al. | Jan 2014 | A1 |
| 20140006496 | Dearman et al. | Jan 2014 | A1 |
| 20140006562 | Handa et al. | Jan 2014 | A1 |
| 20140006947 | Garmark et al. | Jan 2014 | A1 |
| 20140006951 | Hunter | Jan 2014 | A1 |
| 20140006955 | Greenzeiger et al. | Jan 2014 | A1 |
| 20140008163 | Mikonaho et al. | Jan 2014 | A1 |
| 20140012574 | Pasupalak et al. | Jan 2014 | A1 |
| 20140012580 | Ganong, III et al. | Jan 2014 | A1 |
| 20140012586 | Rubin et al. | Jan 2014 | A1 |
| 20140012587 | Park | Jan 2014 | A1 |
| 20140019116 | Lundberg et al. | Jan 2014 | A1 |
| 20140019133 | Bao et al. | Jan 2014 | A1 |
| 20140019460 | Sambrani et al. | Jan 2014 | A1 |
| 20140028029 | Jochman | Jan 2014 | A1 |
| 20140028477 | Michalske | Jan 2014 | A1 |
| 20140028735 | Williams et al. | Jan 2014 | A1 |
| 20140032453 | Eustice et al. | Jan 2014 | A1 |
| 20140032678 | Koukoumidis et al. | Jan 2014 | A1 |
| 20140033071 | Gruber et al. | Jan 2014 | A1 |
| 20140035823 | Khoe et al. | Feb 2014 | A1 |
| 20140037075 | Bouzid et al. | Feb 2014 | A1 |
| 20140039888 | Taubman et al. | Feb 2014 | A1 |
| 20140039893 | Weiner et al. | Feb 2014 | A1 |
| 20140039894 | Shostak | Feb 2014 | A1 |
| 20140040274 | Aravamudan et al. | Feb 2014 | A1 |
| 20140040748 | Lemay et al. | Feb 2014 | A1 |
| 20140040754 | Donelli | Feb 2014 | A1 |
| 20140040801 | Patel et al. | Feb 2014 | A1 |
| 20140040918 | Li | Feb 2014 | A1 |
| 20140040961 | Green et al. | Feb 2014 | A1 |
| 20140046934 | Zhou et al. | Feb 2014 | A1 |
| 20140047001 | Phillips et al. | Feb 2014 | A1 |
| 20140052451 | Cheong et al. | Feb 2014 | A1 |
| 20140052680 | Nitz et al. | Feb 2014 | A1 |
| 20140052791 | Chakra et al. | Feb 2014 | A1 |
| 20140053082 | Park | Feb 2014 | A1 |
| 20140053101 | Buehler et al. | Feb 2014 | A1 |
| 20140053210 | Cheong et al. | Feb 2014 | A1 |
| 20140057610 | Olincy et al. | Feb 2014 | A1 |
| 20140059030 | Hakkani-Tur et al. | Feb 2014 | A1 |
| 20140067361 | Nikoulina et al. | Mar 2014 | A1 |
| 20140067371 | Liensberger | Mar 2014 | A1 |
| 20140067402 | Kim | Mar 2014 | A1 |
| 20140067738 | Kingsbury | Mar 2014 | A1 |
| 20140068751 | Last | Mar 2014 | A1 |
| 20140074454 | Brown et al. | Mar 2014 | A1 |
| 20140074466 | Sharifi et al. | Mar 2014 | A1 |
| 20140074470 | Jansche et al. | Mar 2014 | A1 |
| 20140074472 | Lin et al. | Mar 2014 | A1 |
| 20140074482 | Ohno | Mar 2014 | A1 |
| 20140074483 | Van Os | Mar 2014 | A1 |
| 20140074589 | Nielsen et al. | Mar 2014 | A1 |
| 20140074815 | Plimton | Mar 2014 | A1 |
| 20140075453 | Bellessort et al. | Mar 2014 | A1 |
| 20140078065 | Akkok | Mar 2014 | A1 |
| 20140079195 | Srivastava et al. | Mar 2014 | A1 |
| 20140080410 | Jung et al. | Mar 2014 | A1 |
| 20140080428 | Rhoads et al. | Mar 2014 | A1 |
| 20140081619 | Solntseva et al. | Mar 2014 | A1 |
| 20140081633 | Badaskar | Mar 2014 | A1 |
| 20140081635 | Yanagihara | Mar 2014 | A1 |
| 20140081829 | Milne | Mar 2014 | A1 |
| 20140081941 | Bai et al. | Mar 2014 | A1 |
| 20140082500 | Wilensky et al. | Mar 2014 | A1 |
| 20140082501 | Bae et al. | Mar 2014 | A1 |
| 20140082545 | Zhai et al. | Mar 2014 | A1 |
| 20140082715 | Grajek et al. | Mar 2014 | A1 |
| 20140086458 | Rogers | Mar 2014 | A1 |
| 20140087711 | Geyer et al. | Mar 2014 | A1 |
| 20140088952 | Fife et al. | Mar 2014 | A1 |
| 20140088961 | Woodward et al. | Mar 2014 | A1 |
| 20140088964 | Bellegarda | Mar 2014 | A1 |
| 20140088970 | Kang | Mar 2014 | A1 |
| 20140092007 | Kim et al. | Apr 2014 | A1 |
| 20140095171 | Lynch et al. | Apr 2014 | A1 |
| 20140095172 | Cabaco et al. | Apr 2014 | A1 |
| 20140095173 | Lynch et al. | Apr 2014 | A1 |
| 20140095601 | Abuelsaad et al. | Apr 2014 | A1 |
| 20140095965 | Li | Apr 2014 | A1 |
| 20140096077 | Jacob et al. | Apr 2014 | A1 |
| 20140096209 | Saraf et al. | Apr 2014 | A1 |
| 20140098247 | Rao et al. | Apr 2014 | A1 |
| 20140100847 | Ishii et al. | Apr 2014 | A1 |
| 20140101127 | Simhon et al. | Apr 2014 | A1 |
| 20140104175 | Ouyang et al. | Apr 2014 | A1 |
| 20140108017 | Mason et al. | Apr 2014 | A1 |
| 20140108391 | Volkert | Apr 2014 | A1 |
| 20140112556 | Kalinli-Akbacak | Apr 2014 | A1 |
| 20140114554 | Lagassey | Apr 2014 | A1 |
| 20140115062 | Liu et al. | Apr 2014 | A1 |
| 20140115114 | Garmark et al. | Apr 2014 | A1 |
| 20140118155 | Bowers et al. | May 2014 | A1 |
| 20140118624 | Jang et al. | May 2014 | A1 |
| 20140120961 | Buck | May 2014 | A1 |
| 20140122059 | Patel et al. | May 2014 | A1 |
| 20140122085 | Piety et al. | May 2014 | A1 |
| 20140122086 | Kapur et al. | May 2014 | A1 |
| 20140122136 | Jayanthi | May 2014 | A1 |
| 20140122153 | Truitt | May 2014 | A1 |
| 20140123022 | Lee et al. | May 2014 | A1 |
| 20140128021 | Walker et al. | May 2014 | A1 |
| 20140129226 | Lee et al. | May 2014 | A1 |
| 20140132935 | Kim et al. | May 2014 | A1 |
| 20140134983 | Jung et al. | May 2014 | A1 |
| 20140135036 | Bonanni et al. | May 2014 | A1 |
| 20140136013 | Wolverton et al. | May 2014 | A1 |
| 20140136187 | Wolverton et al. | May 2014 | A1 |
| 20140136195 | Abdossalami et al. | May 2014 | A1 |
| 20140136212 | Kwon et al. | May 2014 | A1 |
| 20140136946 | Matas | May 2014 | A1 |
| 20140136987 | Rodriguez | May 2014 | A1 |
| 20140142922 | Liang et al. | May 2014 | A1 |
| 20140142923 | Jones et al. | May 2014 | A1 |
| 20140142935 | Lindahl et al. | May 2014 | A1 |
| 20140142953 | Kim et al. | May 2014 | A1 |
| 20140143550 | Ganong, III et al. | May 2014 | A1 |
| 20140143721 | Suzuki et al. | May 2014 | A1 |
| 20140143784 | Mistry et al. | May 2014 | A1 |
| 20140146200 | Scott et al. | May 2014 | A1 |
| 20140149118 | Lee et al. | May 2014 | A1 |
| 20140152577 | Yuen et al. | Jun 2014 | A1 |
| 20140153709 | Byrd et al. | Jun 2014 | A1 |
| 20140155031 | Lee et al. | Jun 2014 | A1 |
| 20140156262 | Yuen et al. | Jun 2014 | A1 |
| 20140156279 | Okamoto et al. | Jun 2014 | A1 |
| 20140157319 | Kimura et al. | Jun 2014 | A1 |
| 20140157422 | Livshits et al. | Jun 2014 | A1 |
| 20140163751 | Davis et al. | Jun 2014 | A1 |
| 20140163951 | Nikoulina et al. | Jun 2014 | A1 |
| 20140163953 | Parikh | Jun 2014 | A1 |
| 20140163954 | Joshi et al. | Jun 2014 | A1 |
| 20140163962 | Castelli et al. | Jun 2014 | A1 |
| 20140163976 | Park et al. | Jun 2014 | A1 |
| 20140163977 | Hoffmeister et al. | Jun 2014 | A1 |
| 20140163978 | Basye et al. | Jun 2014 | A1 |
| 20140163981 | Cook et al. | Jun 2014 | A1 |
| 20140163995 | Burns et al. | Jun 2014 | A1 |
| 20140164305 | Lynch et al. | Jun 2014 | A1 |
| 20140164312 | Lynch et al. | Jun 2014 | A1 |
| 20140164476 | Thomson | Jun 2014 | A1 |
| 20140164508 | Lynch et al. | Jun 2014 | A1 |
| 20140164532 | Lynch et al. | Jun 2014 | A1 |
| 20140164533 | Lynch et al. | Jun 2014 | A1 |
| 20140164953 | Lynch et al. | Jun 2014 | A1 |
| 20140169795 | Clough | Jun 2014 | A1 |
| 20140171064 | Das | Jun 2014 | A1 |
| 20140172412 | Viegas et al. | Jun 2014 | A1 |
| 20140172878 | Clark et al. | Jun 2014 | A1 |
| 20140173445 | Grassiotto | Jun 2014 | A1 |
| 20140173460 | Kim | Jun 2014 | A1 |
| 20140176814 | Ahn | Jun 2014 | A1 |
| 20140179295 | Luebbers et al. | Jun 2014 | A1 |
| 20140180499 | Cooper et al. | Jun 2014 | A1 |
| 20140180689 | Kim | Jun 2014 | A1 |
| 20140180697 | Torok et al. | Jun 2014 | A1 |
| 20140181865 | Koganei | Jun 2014 | A1 |
| 20140188460 | Ouyang et al. | Jul 2014 | A1 |
| 20140188477 | Zhang | Jul 2014 | A1 |
| 20140188478 | Zhang | Jul 2014 | A1 |
| 20140188485 | Kim et al. | Jul 2014 | A1 |
| 20140188835 | Zhang et al. | Jul 2014 | A1 |
| 20140195226 | Yun et al. | Jul 2014 | A1 |
| 20140195230 | Han et al. | Jul 2014 | A1 |
| 20140195233 | Bapat et al. | Jul 2014 | A1 |
| 20140195244 | Cha et al. | Jul 2014 | A1 |
| 20140195251 | Zeinstra et al. | Jul 2014 | A1 |
| 20140195252 | Gruber et al. | Jul 2014 | A1 |
| 20140198048 | Unruh et al. | Jul 2014 | A1 |
| 20140203939 | Harrington et al. | Jul 2014 | A1 |
| 20140205076 | Kumar et al. | Jul 2014 | A1 |
| 20140207439 | Venkatapathy et al. | Jul 2014 | A1 |
| 20140207446 | Klein et al. | Jul 2014 | A1 |
| 20140207447 | Jiang et al. | Jul 2014 | A1 |
| 20140207466 | Smadi | Jul 2014 | A1 |
| 20140207468 | Bartnik | Jul 2014 | A1 |
| 20140207582 | Flinn et al. | Jul 2014 | A1 |
| 20140211944 | Hayward et al. | Jul 2014 | A1 |
| 20140214429 | Pantel | Jul 2014 | A1 |
| 20140214537 | Yoo et al. | Jul 2014 | A1 |
| 20140215367 | Kim et al. | Jul 2014 | A1 |
| 20140215513 | Ramer et al. | Jul 2014 | A1 |
| 20140218372 | Missig et al. | Aug 2014 | A1 |
| 20140222435 | Li et al. | Aug 2014 | A1 |
| 20140222436 | Binder et al. | Aug 2014 | A1 |
| 20140222678 | Sheets et al. | Aug 2014 | A1 |
| 20140222967 | Harrang et al. | Aug 2014 | A1 |
| 20140223377 | Shaw et al. | Aug 2014 | A1 |
| 20140223481 | Fundament | Aug 2014 | A1 |
| 20140226503 | Cooper et al. | Aug 2014 | A1 |
| 20140229158 | Zweig et al. | Aug 2014 | A1 |
| 20140229184 | Shires | Aug 2014 | A1 |
| 20140230055 | Boehl | Aug 2014 | A1 |
| 20140232570 | Skinder et al. | Aug 2014 | A1 |
| 20140232656 | Pasquero et al. | Aug 2014 | A1 |
| 20140236595 | Gray | Aug 2014 | A1 |
| 20140236986 | Guzman | Aug 2014 | A1 |
| 20140237042 | Ahmed et al. | Aug 2014 | A1 |
| 20140237366 | Poulos et al. | Aug 2014 | A1 |
| 20140244248 | Arisoy et al. | Aug 2014 | A1 |
| 20140244249 | Mohamed et al. | Aug 2014 | A1 |
| 20140244254 | Ju et al. | Aug 2014 | A1 |
| 20140244257 | Colibro et al. | Aug 2014 | A1 |
| 20140244258 | Song et al. | Aug 2014 | A1 |
| 20140244263 | Pontual et al. | Aug 2014 | A1 |
| 20140244266 | Brown et al. | Aug 2014 | A1 |
| 20140244268 | Abdelsamie et al. | Aug 2014 | A1 |
| 20140244270 | Han et al. | Aug 2014 | A1 |
| 20140244271 | Lindahl | Aug 2014 | A1 |
| 20140244712 | Walters et al. | Aug 2014 | A1 |
| 20140245140 | Brown et al. | Aug 2014 | A1 |
| 20140247383 | Dave et al. | Sep 2014 | A1 |
| 20140247926 | Gainsboro et al. | Sep 2014 | A1 |
| 20140249812 | Bou-Ghazale et al. | Sep 2014 | A1 |
| 20140249816 | Pickering et al. | Sep 2014 | A1 |
| 20140249817 | Hart et al. | Sep 2014 | A1 |
| 20140249820 | Hsu et al. | Sep 2014 | A1 |
| 20140249821 | Kennewick et al. | Sep 2014 | A1 |
| 20140250046 | Winn et al. | Sep 2014 | A1 |
| 20140257809 | Goel et al. | Sep 2014 | A1 |
| 20140257815 | Zhao et al. | Sep 2014 | A1 |
| 20140257902 | Moore et al. | Sep 2014 | A1 |
| 20140258324 | Mauro | Sep 2014 | A1 |
| 20140258357 | Singh et al. | Sep 2014 | A1 |
| 20140258857 | Dykstra-Erickson et al. | Sep 2014 | A1 |
| 20140258905 | Lee et al. | Sep 2014 | A1 |
| 20140267022 | Kim | Sep 2014 | A1 |
| 20140267599 | Drouin et al. | Sep 2014 | A1 |
| 20140267933 | Young | Sep 2014 | A1 |
| 20140272821 | Pitschel et al. | Sep 2014 | A1 |
| 20140273979 | Van Os et al. | Sep 2014 | A1 |
| 20140274005 | Luna et al. | Sep 2014 | A1 |
| 20140274203 | Ganong, III et al. | Sep 2014 | A1 |
| 20140274211 | Sejnoha et al. | Sep 2014 | A1 |
| 20140278051 | Mcgavran et al. | Sep 2014 | A1 |
| 20140278343 | Tran | Sep 2014 | A1 |
| 20140278349 | Grieves et al. | Sep 2014 | A1 |
| 20140278379 | Coccaro et al. | Sep 2014 | A1 |
| 20140278390 | Kingsbury et al. | Sep 2014 | A1 |
| 20140278391 | Braho et al. | Sep 2014 | A1 |
| 20140278394 | Bastyr et al. | Sep 2014 | A1 |
| 20140278406 | Tsumura et al. | Sep 2014 | A1 |
| 20140278413 | Pitschel et al. | Sep 2014 | A1 |
| 20140278426 | Jost et al. | Sep 2014 | A1 |
| 20140278429 | Ganong, III | Sep 2014 | A1 |
| 20140278435 | Ganong, III et al. | Sep 2014 | A1 |
| 20140278436 | Khanna et al. | Sep 2014 | A1 |
| 20140278438 | Hart et al. | Sep 2014 | A1 |
| 20140278443 | Gunn et al. | Sep 2014 | A1 |
| 20140278444 | Larson et al. | Sep 2014 | A1 |
| 20140278513 | Prakash et al. | Sep 2014 | A1 |
| 20140279622 | Lamoureux et al. | Sep 2014 | A1 |
| 20140279739 | Elkington et al. | Sep 2014 | A1 |
| 20140279787 | Cheng et al. | Sep 2014 | A1 |
| 20140280072 | Coleman | Sep 2014 | A1 |
| 20140280107 | Heymans et al. | Sep 2014 | A1 |
| 20140280138 | Li et al. | Sep 2014 | A1 |
| 20140280292 | Skinder | Sep 2014 | A1 |
| 20140280353 | Delaney et al. | Sep 2014 | A1 |
| 20140280450 | Luna | Sep 2014 | A1 |
| 20140281944 | Winer | Sep 2014 | A1 |
| 20140281983 | Xian et al. | Sep 2014 | A1 |
| 20140281997 | Fleizach et al. | Sep 2014 | A1 |
| 20140282003 | Gruber et al. | Sep 2014 | A1 |
| 20140282007 | Fleizach | Sep 2014 | A1 |
| 20140282045 | Ayanam et al. | Sep 2014 | A1 |
| 20140282178 | Borzello et al. | Sep 2014 | A1 |
| 20140282201 | Pasquero et al. | Sep 2014 | A1 |
| 20140282203 | Pasquero et al. | Sep 2014 | A1 |
| 20140282559 | Verduzco et al. | Sep 2014 | A1 |
| 20140282586 | Shear et al. | Sep 2014 | A1 |
| 20140282743 | Howard et al. | Sep 2014 | A1 |
| 20140288990 | Moore et al. | Sep 2014 | A1 |
| 20140289508 | Wang | Sep 2014 | A1 |
| 20140297267 | Spencer et al. | Oct 2014 | A1 |
| 20140297281 | Togawa et al. | Oct 2014 | A1 |
| 20140297284 | Gruber et al. | Oct 2014 | A1 |
| 20140297288 | Yu et al. | Oct 2014 | A1 |
| 20140298200 | Cierniak | Oct 2014 | A1 |
| 20140298395 | Yang et al. | Oct 2014 | A1 |
| 20140304086 | Dasdan et al. | Oct 2014 | A1 |
| 20140304605 | Ohmura et al. | Oct 2014 | A1 |
| 20140309990 | Gandrabur et al. | Oct 2014 | A1 |
| 20140309996 | Zhang | Oct 2014 | A1 |
| 20140310001 | Kalns et al. | Oct 2014 | A1 |
| 20140310002 | Nitz et al. | Oct 2014 | A1 |
| 20140310348 | Keskitalo et al. | Oct 2014 | A1 |
| 20140310365 | Sample et al. | Oct 2014 | A1 |
| 20140310595 | Acharya et al. | Oct 2014 | A1 |
| 20140313007 | Harding | Oct 2014 | A1 |
| 20140315492 | Woods | Oct 2014 | A1 |
| 20140316585 | Boesveld et al. | Oct 2014 | A1 |
| 20140317030 | Shen et al. | Oct 2014 | A1 |
| 20140317502 | Brown et al. | Oct 2014 | A1 |
| 20140324429 | Weilhammer et al. | Oct 2014 | A1 |
| 20140324884 | Lindahl et al. | Oct 2014 | A1 |
| 20140330560 | Venkatesha et al. | Nov 2014 | A1 |
| 20140330569 | Kolavennu et al. | Nov 2014 | A1 |
| 20140330951 | Sukoff et al. | Nov 2014 | A1 |
| 20140335823 | Heredia et al. | Nov 2014 | A1 |
| 20140337037 | Chi | Nov 2014 | A1 |
| 20140337048 | Brown et al. | Nov 2014 | A1 |
| 20140337266 | Wolverton et al. | Nov 2014 | A1 |
| 20140337370 | Aravamudan et al. | Nov 2014 | A1 |
| 20140337371 | Li | Nov 2014 | A1 |
| 20140337438 | Govande et al. | Nov 2014 | A1 |
| 20140337621 | Nakhimov | Nov 2014 | A1 |
| 20140337751 | Lim et al. | Nov 2014 | A1 |
| 20140337814 | Kalns et al. | Nov 2014 | A1 |
| 20140342762 | Hajdu et al. | Nov 2014 | A1 |
| 20140343834 | Demerchant et al. | Nov 2014 | A1 |
| 20140343943 | Al-Telmissani | Nov 2014 | A1 |
| 20140343946 | Torok et al. | Nov 2014 | A1 |
| 20140344205 | Luna et al. | Nov 2014 | A1 |
| 20140344627 | Schaub et al. | Nov 2014 | A1 |
| 20140344687 | Durham et al. | Nov 2014 | A1 |
| 20140347181 | Luna et al. | Nov 2014 | A1 |
| 20140350847 | Ichinokawa | Nov 2014 | A1 |
| 20140350924 | Zurek et al. | Nov 2014 | A1 |
| 20140350933 | Bak et al. | Nov 2014 | A1 |
| 20140351741 | Medlock et al. | Nov 2014 | A1 |
| 20140351760 | Skory et al. | Nov 2014 | A1 |
| 20140358519 | Mirkin et al. | Dec 2014 | A1 |
| 20140358523 | Sheth et al. | Dec 2014 | A1 |
| 20140358549 | O'Connor et al. | Dec 2014 | A1 |
| 20140359637 | Yan | Dec 2014 | A1 |
| 20140359709 | Nassar et al. | Dec 2014 | A1 |
| 20140361973 | Raux et al. | Dec 2014 | A1 |
| 20140363074 | Dolfing et al. | Dec 2014 | A1 |
| 20140364149 | Marti et al. | Dec 2014 | A1 |
| 20140365209 | Evermann | Dec 2014 | A1 |
| 20140365214 | Bayley | Dec 2014 | A1 |
| 20140365216 | Gruber et al. | Dec 2014 | A1 |
| 20140365226 | Sinha | Dec 2014 | A1 |
| 20140365227 | Cash et al. | Dec 2014 | A1 |
| 20140365407 | Brown et al. | Dec 2014 | A1 |
| 20140365505 | Clark et al. | Dec 2014 | A1 |
| 20140365880 | Bellegarda | Dec 2014 | A1 |
| 20140365885 | Carson et al. | Dec 2014 | A1 |
| 20140365895 | Magahern et al. | Dec 2014 | A1 |
| 20140365922 | Yang | Dec 2014 | A1 |
| 20140365945 | Karunamuni et al. | Dec 2014 | A1 |
| 20140370817 | Luna | Dec 2014 | A1 |
| 20140370841 | Roberts et al. | Dec 2014 | A1 |
| 20140372112 | Xue et al. | Dec 2014 | A1 |
| 20140372356 | Bilal et al. | Dec 2014 | A1 |
| 20140372468 | Collins et al. | Dec 2014 | A1 |
| 20140372931 | Zhai et al. | Dec 2014 | A1 |
| 20140379334 | Fry | Dec 2014 | A1 |
| 20140379341 | Seo et al. | Dec 2014 | A1 |
| 20140379798 | Bunner et al. | Dec 2014 | A1 |
| 20140380285 | Gabel et al. | Dec 2014 | A1 |
| 20150003797 | Schmidt | Jan 2015 | A1 |
| 20150004958 | Wang et al. | Jan 2015 | A1 |
| 20150006148 | Goldszmit et al. | Jan 2015 | A1 |
| 20150006157 | Silva et al. | Jan 2015 | A1 |
| 20150006167 | Kato et al. | Jan 2015 | A1 |
| 20150006176 | Pogue et al. | Jan 2015 | A1 |
| 20150006178 | Peng et al. | Jan 2015 | A1 |
| 20150006184 | Marti et al. | Jan 2015 | A1 |
| 20150006199 | Snider et al. | Jan 2015 | A1 |
| 20150012271 | Peng et al. | Jan 2015 | A1 |
| 20150012862 | Ikeda et al. | Jan 2015 | A1 |
| 20150019219 | Tzirkel-Hancock et al. | Jan 2015 | A1 |
| 20150019221 | Lee et al. | Jan 2015 | A1 |
| 20150019944 | Kalgi | Jan 2015 | A1 |
| 20150019954 | Dalal et al. | Jan 2015 | A1 |
| 20150019974 | Doi et al. | Jan 2015 | A1 |
| 20150025405 | Vairavan et al. | Jan 2015 | A1 |
| 20150025890 | Jagatheesan et al. | Jan 2015 | A1 |
| 20150026620 | Kwon et al. | Jan 2015 | A1 |
| 20150027178 | Scalisi | Jan 2015 | A1 |
| 20150031416 | Labowicz et al. | Jan 2015 | A1 |
| 20150032443 | Karov et al. | Jan 2015 | A1 |
| 20150032457 | Koo et al. | Jan 2015 | A1 |
| 20150033219 | Breiner et al. | Jan 2015 | A1 |
| 20150033275 | Natani et al. | Jan 2015 | A1 |
| 20150034855 | Shen | Feb 2015 | A1 |
| 20150038161 | Jakobson et al. | Feb 2015 | A1 |
| 20150039292 | Suleman et al. | Feb 2015 | A1 |
| 20150039295 | Soschen | Feb 2015 | A1 |
| 20150039299 | Weinstein et al. | Feb 2015 | A1 |
| 20150039305 | Huang | Feb 2015 | A1 |
| 20150039606 | Salaka et al. | Feb 2015 | A1 |
| 20150040012 | Faaborg et al. | Feb 2015 | A1 |
| 20150045003 | Vora et al. | Feb 2015 | A1 |
| 20150045007 | Cash | Feb 2015 | A1 |
| 20150045068 | Soffer et al. | Feb 2015 | A1 |
| 20150046434 | Lim et al. | Feb 2015 | A1 |
| 20150046537 | Rakib | Feb 2015 | A1 |
| 20150046828 | Desai et al. | Feb 2015 | A1 |
| 20150050633 | Christmas et al. | Feb 2015 | A1 |
| 20150050923 | Tu et al. | Feb 2015 | A1 |
| 20150051754 | Kwon et al. | Feb 2015 | A1 |
| 20150053779 | Adamek et al. | Feb 2015 | A1 |
| 20150053781 | Nelson et al. | Feb 2015 | A1 |
| 20150055879 | Yang | Feb 2015 | A1 |
| 20150058013 | Pakhomov et al. | Feb 2015 | A1 |
| 20150058018 | Georges et al. | Feb 2015 | A1 |
| 20150058720 | Smadja et al. | Feb 2015 | A1 |
| 20150058785 | Ookawara | Feb 2015 | A1 |
| 20150065149 | Russell et al. | Mar 2015 | A1 |
| 20150065200 | Namgung et al. | Mar 2015 | A1 |
| 20150066494 | Salvador et al. | Mar 2015 | A1 |
| 20150066496 | Deoras et al. | Mar 2015 | A1 |
| 20150066506 | Romano et al. | Mar 2015 | A1 |
| 20150066516 | Nishikawa et al. | Mar 2015 | A1 |
| 20150066817 | Slayton et al. | Mar 2015 | A1 |
| 20150067485 | Kim et al. | Mar 2015 | A1 |
| 20150067819 | Shribman et al. | Mar 2015 | A1 |
| 20150067822 | Randall | Mar 2015 | A1 |
| 20150071121 | Patil et al. | Mar 2015 | A1 |
| 20150073788 | Sak et al. | Mar 2015 | A1 |
| 20150073804 | Senior et al. | Mar 2015 | A1 |
| 20150074524 | Nicholson et al. | Mar 2015 | A1 |
| 20150074615 | Han et al. | Mar 2015 | A1 |
| 20150081295 | Yun et al. | Mar 2015 | A1 |
| 20150082180 | Ames et al. | Mar 2015 | A1 |
| 20150082229 | Ouyang et al. | Mar 2015 | A1 |
| 20150086174 | Abecassis et al. | Mar 2015 | A1 |
| 20150088511 | Bharadwaj et al. | Mar 2015 | A1 |
| 20150088514 | Typrin | Mar 2015 | A1 |
| 20150088518 | Kim et al. | Mar 2015 | A1 |
| 20150088522 | Hendrickson et al. | Mar 2015 | A1 |
| 20150088523 | Schuster | Mar 2015 | A1 |
| 20150088998 | Isensee et al. | Mar 2015 | A1 |
| 20150092520 | Robison et al. | Apr 2015 | A1 |
| 20150094834 | Vega et al. | Apr 2015 | A1 |
| 20150095031 | Conkie et al. | Apr 2015 | A1 |
| 20150095268 | Greenzeiger et al. | Apr 2015 | A1 |
| 20150095278 | Flinn et al. | Apr 2015 | A1 |
| 20150100144 | Lee et al. | Apr 2015 | A1 |
| 20150100313 | Sharma | Apr 2015 | A1 |
| 20150100316 | Williams et al. | Apr 2015 | A1 |
| 20150100537 | Grieves et al. | Apr 2015 | A1 |
| 20150100983 | Pan | Apr 2015 | A1 |
| 20150106085 | Lindahl | Apr 2015 | A1 |
| 20150106093 | Weeks et al. | Apr 2015 | A1 |
| 20150106737 | Montoy-Wilson et al. | Apr 2015 | A1 |
| 20150113407 | Hoffert et al. | Apr 2015 | A1 |
| 20150113435 | Phillips | Apr 2015 | A1 |
| 20150120296 | Stern et al. | Apr 2015 | A1 |
| 20150120641 | Soon-Shiong et al. | Apr 2015 | A1 |
| 20150120723 | Deshmukh et al. | Apr 2015 | A1 |
| 20150121216 | Brown et al. | Apr 2015 | A1 |
| 20150123898 | Kim et al. | May 2015 | A1 |
| 20150127337 | Heigold et al. | May 2015 | A1 |
| 20150127348 | Follis | May 2015 | A1 |
| 20150127350 | Agiomyrgiannakis | May 2015 | A1 |
| 20150133049 | Lee et al. | May 2015 | A1 |
| 20150133109 | Freeman et al. | May 2015 | A1 |
| 20150134318 | Cuthbert et al. | May 2015 | A1 |
| 20150134322 | Cuthbert et al. | May 2015 | A1 |
| 20150134334 | Sachidanandam et al. | May 2015 | A1 |
| 20150135085 | Shoham et al. | May 2015 | A1 |
| 20150135123 | Carr et al. | May 2015 | A1 |
| 20150140934 | Abdurrahman et al. | May 2015 | A1 |
| 20150141150 | Zha | May 2015 | A1 |
| 20150142420 | Sarikaya et al. | May 2015 | A1 |
| 20150142438 | Dai et al. | May 2015 | A1 |
| 20150142440 | Parkinson et al. | May 2015 | A1 |
| 20150142447 | Kennewick et al. | May 2015 | A1 |
| 20150142851 | Gupta et al. | May 2015 | A1 |
| 20150143419 | Bhagwat et al. | May 2015 | A1 |
| 20150148013 | Baldwin et al. | May 2015 | A1 |
| 20150149177 | Kalns et al. | May 2015 | A1 |
| 20150149182 | Kalns et al. | May 2015 | A1 |
| 20150149354 | Mccoy | May 2015 | A1 |
| 20150149469 | Xu et al. | May 2015 | A1 |
| 20150149899 | Bernstein et al. | May 2015 | A1 |
| 20150149964 | Bernstein et al. | May 2015 | A1 |
| 20150154001 | Knox et al. | Jun 2015 | A1 |
| 20150154185 | Waibel | Jun 2015 | A1 |
| 20150154976 | Mutagi | Jun 2015 | A1 |
| 20150160855 | Bi | Jun 2015 | A1 |
| 20150161291 | Gur et al. | Jun 2015 | A1 |
| 20150161370 | North et al. | Jun 2015 | A1 |
| 20150161521 | Shah et al. | Jun 2015 | A1 |
| 20150161989 | Hsu et al. | Jun 2015 | A1 |
| 20150162000 | Di Censo et al. | Jun 2015 | A1 |
| 20150162001 | Kar et al. | Jun 2015 | A1 |
| 20150162006 | Kummer | Jun 2015 | A1 |
| 20150163558 | Wheatley | Jun 2015 | A1 |
| 20150169081 | Neels et al. | Jun 2015 | A1 |
| 20150169284 | Quast et al. | Jun 2015 | A1 |
| 20150169336 | Harper et al. | Jun 2015 | A1 |
| 20150169696 | Krishnappa et al. | Jun 2015 | A1 |
| 20150170073 | Baker | Jun 2015 | A1 |
| 20150170664 | Doherty et al. | Jun 2015 | A1 |
| 20150172262 | Ortiz, Jr. et al. | Jun 2015 | A1 |
| 20150172463 | Quast et al. | Jun 2015 | A1 |
| 20150178388 | Winnemoeller et al. | Jun 2015 | A1 |
| 20150178785 | Salonen | Jun 2015 | A1 |
| 20150179168 | Hakkani-Tur et al. | Jun 2015 | A1 |
| 20150179176 | Ryu et al. | Jun 2015 | A1 |
| 20150181285 | Zhang et al. | Jun 2015 | A1 |
| 20150185964 | Stout | Jul 2015 | A1 |
| 20150185993 | Wheatley et al. | Jul 2015 | A1 |
| 20150185996 | Brown et al. | Jul 2015 | A1 |
| 20150186012 | Coleman et al. | Jul 2015 | A1 |
| 20150186110 | Kannan | Jul 2015 | A1 |
| 20150186154 | Brown et al. | Jul 2015 | A1 |
| 20150186155 | Brown et al. | Jul 2015 | A1 |
| 20150186156 | Brown et al. | Jul 2015 | A1 |
| 20150186351 | Hicks et al. | Jul 2015 | A1 |
| 20150186538 | Yan et al. | Jul 2015 | A1 |
| 20150186783 | Byrne et al. | Jul 2015 | A1 |
| 20150186892 | Zhang et al. | Jul 2015 | A1 |
| 20150187355 | Parkinson et al. | Jul 2015 | A1 |
| 20150187369 | Dadu et al. | Jul 2015 | A1 |
| 20150189362 | Lee et al. | Jul 2015 | A1 |
| 20150193379 | Mehta | Jul 2015 | A1 |
| 20150193391 | Khvostichenko et al. | Jul 2015 | A1 |
| 20150193392 | Greenblatt et al. | Jul 2015 | A1 |
| 20150194152 | Katuri et al. | Jul 2015 | A1 |
| 20150194165 | Faaborg et al. | Jul 2015 | A1 |
| 20150195379 | Zhang et al. | Jul 2015 | A1 |
| 20150195606 | McDevitt | Jul 2015 | A1 |
| 20150199077 | Zuger et al. | Jul 2015 | A1 |
| 20150199960 | Huo et al. | Jul 2015 | A1 |
| 20150199965 | Leak et al. | Jul 2015 | A1 |
| 20150199967 | Reddy et al. | Jul 2015 | A1 |
| 20150201064 | Bells et al. | Jul 2015 | A1 |
| 20150201077 | Konig et al. | Jul 2015 | A1 |
| 20150205425 | Kuscher et al. | Jul 2015 | A1 |
| 20150205568 | Matsuoka | Jul 2015 | A1 |
| 20150205632 | Gaster | Jul 2015 | A1 |
| 20150205858 | Xie et al. | Jul 2015 | A1 |
| 20150206529 | Kwon et al. | Jul 2015 | A1 |
| 20150208226 | Kuusilinna et al. | Jul 2015 | A1 |
| 20150212791 | Kumar et al. | Jul 2015 | A1 |
| 20150213140 | Volkert | Jul 2015 | A1 |
| 20150213796 | Waltermann et al. | Jul 2015 | A1 |
| 20150215258 | Nowakowski et al. | Jul 2015 | A1 |
| 20150215350 | Slayton et al. | Jul 2015 | A1 |
| 20150220264 | Lewis et al. | Aug 2015 | A1 |
| 20150220507 | Mohajer et al. | Aug 2015 | A1 |
| 20150220715 | Kim et al. | Aug 2015 | A1 |
| 20150220972 | Subramanya et al. | Aug 2015 | A1 |
| 20150221302 | Han et al. | Aug 2015 | A1 |
| 20150221304 | Stewart | Aug 2015 | A1 |
| 20150221307 | Shah et al. | Aug 2015 | A1 |
| 20150222586 | Ebersman et al. | Aug 2015 | A1 |
| 20150227505 | Morimoto | Aug 2015 | A1 |
| 20150227633 | Shapira | Aug 2015 | A1 |
| 20150228274 | Leppanen et al. | Aug 2015 | A1 |
| 20150228275 | Watanabe et al. | Aug 2015 | A1 |
| 20150228281 | Raniere | Aug 2015 | A1 |
| 20150228283 | Ehsani et al. | Aug 2015 | A1 |
| 20150228292 | Goldstein et al. | Aug 2015 | A1 |
| 20150230095 | Smith et al. | Aug 2015 | A1 |
| 20150234636 | Barnes, Jr. | Aug 2015 | A1 |
| 20150234800 | Patrick et al. | Aug 2015 | A1 |
| 20150237301 | Shi et al. | Aug 2015 | A1 |
| 20150242091 | Lu et al. | Aug 2015 | A1 |
| 20150242385 | Bao et al. | Aug 2015 | A1 |
| 20150243278 | Kibre et al. | Aug 2015 | A1 |
| 20150243279 | Morse et al. | Aug 2015 | A1 |
| 20150243283 | Halash et al. | Aug 2015 | A1 |
| 20150244665 | Choi et al. | Aug 2015 | A1 |
| 20150245154 | Dadu et al. | Aug 2015 | A1 |
| 20150248651 | Akutagawa et al. | Sep 2015 | A1 |
| 20150248886 | Sarikaya et al. | Sep 2015 | A1 |
| 20150249715 | Helvik et al. | Sep 2015 | A1 |
| 20150253146 | Annapureddy et al. | Sep 2015 | A1 |
| 20150253885 | Kagan et al. | Sep 2015 | A1 |
| 20150254057 | Klein et al. | Sep 2015 | A1 |
| 20150254058 | Klein et al. | Sep 2015 | A1 |
| 20150254333 | Fife et al. | Sep 2015 | A1 |
| 20150255071 | Chiba | Sep 2015 | A1 |
| 20150256873 | Klein et al. | Sep 2015 | A1 |
| 20150261298 | Li | Sep 2015 | A1 |
| 20150261496 | Faaborg et al. | Sep 2015 | A1 |
| 20150261850 | Mittal | Sep 2015 | A1 |
| 20150262583 | Kanda et al. | Sep 2015 | A1 |
| 20150269139 | McAteer et al. | Sep 2015 | A1 |
| 20150269617 | Mikurak | Sep 2015 | A1 |
| 20150269677 | Milne | Sep 2015 | A1 |
| 20150269943 | VanBlon et al. | Sep 2015 | A1 |
| 20150277574 | Jain et al. | Oct 2015 | A1 |
| 20150278348 | Paruchuri et al. | Oct 2015 | A1 |
| 20150278370 | Stratvert et al. | Oct 2015 | A1 |
| 20150278737 | Chen et al. | Oct 2015 | A1 |
| 20150279358 | Kingsbury et al. | Oct 2015 | A1 |
| 20150279360 | Mengibar et al. | Oct 2015 | A1 |
| 20150279366 | Krestnikov et al. | Oct 2015 | A1 |
| 20150281380 | Wang et al. | Oct 2015 | A1 |
| 20150281401 | Le et al. | Oct 2015 | A1 |
| 20150286627 | Chang et al. | Oct 2015 | A1 |
| 20150286716 | Snibbe et al. | Oct 2015 | A1 |
| 20150286937 | Hildebrand | Oct 2015 | A1 |
| 20150287401 | Lee et al. | Oct 2015 | A1 |
| 20150287409 | Jang | Oct 2015 | A1 |
| 20150287411 | Kojima et al. | Oct 2015 | A1 |
| 20150288629 | Choi et al. | Oct 2015 | A1 |
| 20150294086 | Kare et al. | Oct 2015 | A1 |
| 20150294377 | Chow | Oct 2015 | A1 |
| 20150294516 | Chiang | Oct 2015 | A1 |
| 20150294670 | Roblek et al. | Oct 2015 | A1 |
| 20150295915 | Xiu | Oct 2015 | A1 |
| 20150301796 | Visser et al. | Oct 2015 | A1 |
| 20150302316 | Buryak et al. | Oct 2015 | A1 |
| 20150302855 | Kim et al. | Oct 2015 | A1 |
| 20150302856 | Kim et al. | Oct 2015 | A1 |
| 20150302857 | Yamada | Oct 2015 | A1 |
| 20150302870 | Burke et al. | Oct 2015 | A1 |
| 20150308470 | Graham et al. | Oct 2015 | A1 |
| 20150309691 | Seo et al. | Oct 2015 | A1 |
| 20150309997 | Lee et al. | Oct 2015 | A1 |
| 20150310114 | Ryger et al. | Oct 2015 | A1 |
| 20150310858 | Li et al. | Oct 2015 | A1 |
| 20150310862 | Dauphin et al. | Oct 2015 | A1 |
| 20150310879 | Buchanan et al. | Oct 2015 | A1 |
| 20150310888 | Chen | Oct 2015 | A1 |
| 20150312182 | Langholz | Oct 2015 | A1 |
| 20150312409 | Czarnecki et al. | Oct 2015 | A1 |
| 20150314454 | Breazeal et al. | Nov 2015 | A1 |
| 20150317069 | Clements et al. | Nov 2015 | A1 |
| 20150317310 | Eiche et al. | Nov 2015 | A1 |
| 20150319411 | Kasmir et al. | Nov 2015 | A1 |
| 20150324041 | Varley et al. | Nov 2015 | A1 |
| 20150324334 | Lee et al. | Nov 2015 | A1 |
| 20150324362 | Glass et al. | Nov 2015 | A1 |
| 20150331664 | Osawa et al. | Nov 2015 | A1 |
| 20150331711 | Huang et al. | Nov 2015 | A1 |
| 20150332667 | Mason | Nov 2015 | A1 |
| 20150334346 | Cheatham, III et al. | Nov 2015 | A1 |
| 20150339049 | Kasemset et al. | Nov 2015 | A1 |
| 20150339391 | Kang et al. | Nov 2015 | A1 |
| 20150340033 | Di Fabbrizio et al. | Nov 2015 | A1 |
| 20150340034 | Schalkwyk et al. | Nov 2015 | A1 |
| 20150340040 | Mun et al. | Nov 2015 | A1 |
| 20150340042 | Sejnoha et al. | Nov 2015 | A1 |
| 20150341717 | Song et al. | Nov 2015 | A1 |
| 20150346845 | Di Censo et al. | Dec 2015 | A1 |
| 20150347086 | Liedholm et al. | Dec 2015 | A1 |
| 20150347381 | Bellegarda | Dec 2015 | A1 |
| 20150347382 | Dolfing et al. | Dec 2015 | A1 |
| 20150347383 | Willmore et al. | Dec 2015 | A1 |
| 20150347385 | Flor et al. | Dec 2015 | A1 |
| 20150347393 | Futrell et al. | Dec 2015 | A1 |
| 20150347552 | Habouzit et al. | Dec 2015 | A1 |
| 20150347733 | Tsou et al. | Dec 2015 | A1 |
| 20150347985 | Gross et al. | Dec 2015 | A1 |
| 20150348533 | Saddler et al. | Dec 2015 | A1 |
| 20150348547 | Paulik et al. | Dec 2015 | A1 |
| 20150348548 | Piernot et al. | Dec 2015 | A1 |
| 20150348549 | Giuli et al. | Dec 2015 | A1 |
| 20150348551 | Gruber et al. | Dec 2015 | A1 |
| 20150348554 | Orr et al. | Dec 2015 | A1 |
| 20150348555 | Sugita | Dec 2015 | A1 |
| 20150348565 | Rhoten et al. | Dec 2015 | A1 |
| 20150349934 | Pollack et al. | Dec 2015 | A1 |
| 20150350031 | Burks et al. | Dec 2015 | A1 |
| 20150350342 | Thorpe et al. | Dec 2015 | A1 |
| 20150350594 | Mate et al. | Dec 2015 | A1 |
| 20150352999 | Bando et al. | Dec 2015 | A1 |
| 20150355879 | Beckhardt et al. | Dec 2015 | A1 |
| 20150356410 | Faith et al. | Dec 2015 | A1 |
| 20150363587 | Ahn et al. | Dec 2015 | A1 |
| 20150364128 | Zhao et al. | Dec 2015 | A1 |
| 20150364140 | Thörn | Dec 2015 | A1 |
| 20150365251 | Kinoshita et al. | Dec 2015 | A1 |
| 20150370531 | Faaborg | Dec 2015 | A1 |
| 20150370780 | Wang et al. | Dec 2015 | A1 |
| 20150370787 | Akbacak et al. | Dec 2015 | A1 |
| 20150370884 | Hurley et al. | Dec 2015 | A1 |
| 20150371215 | Zhou et al. | Dec 2015 | A1 |
| 20150371529 | Dolecki | Dec 2015 | A1 |
| 20150371639 | Foerster et al. | Dec 2015 | A1 |
| 20150371663 | Gustafson et al. | Dec 2015 | A1 |
| 20150371664 | Bar-Or et al. | Dec 2015 | A1 |
| 20150371665 | Naik et al. | Dec 2015 | A1 |
| 20150373183 | Woolsey et al. | Dec 2015 | A1 |
| 20150379118 | Wickenkamp et al. | Dec 2015 | A1 |
| 20150379414 | Yeh et al. | Dec 2015 | A1 |
| 20150379993 | Subhojit et al. | Dec 2015 | A1 |
| 20150381923 | Wickenkamp et al. | Dec 2015 | A1 |
| 20150382047 | Van Os et al. | Dec 2015 | A1 |
| 20150382079 | Lister et al. | Dec 2015 | A1 |
| 20150382147 | Clark et al. | Dec 2015 | A1 |
| 20160004499 | Kim et al. | Jan 2016 | A1 |
| 20160004690 | Bangalore et al. | Jan 2016 | A1 |
| 20160005320 | deCharms et al. | Jan 2016 | A1 |
| 20160012038 | Edwards et al. | Jan 2016 | A1 |
| 20160014476 | Caliendo, Jr. et al. | Jan 2016 | A1 |
| 20160018872 | Tu et al. | Jan 2016 | A1 |
| 20160018900 | Tu et al. | Jan 2016 | A1 |
| 20160018959 | Yamashita et al. | Jan 2016 | A1 |
| 20160019886 | Hong | Jan 2016 | A1 |
| 20160021414 | Padi et al. | Jan 2016 | A1 |
| 20160026258 | Ou et al. | Jan 2016 | A1 |
| 20160027431 | Kurzweil et al. | Jan 2016 | A1 |
| 20160028666 | Li | Jan 2016 | A1 |
| 20160029316 | Mohan et al. | Jan 2016 | A1 |
| 20160034042 | Joo | Feb 2016 | A1 |
| 20160034811 | Paulik et al. | Feb 2016 | A1 |
| 20160036953 | Lee et al. | Feb 2016 | A1 |
| 20160041809 | Clayton et al. | Feb 2016 | A1 |
| 20160042735 | Vibbert et al. | Feb 2016 | A1 |
| 20160042748 | Jain et al. | Feb 2016 | A1 |
| 20160043905 | Fiedler | Feb 2016 | A1 |
| 20160048666 | Dey et al. | Feb 2016 | A1 |
| 20160050254 | Rao et al. | Feb 2016 | A1 |
| 20160055422 | Li | Feb 2016 | A1 |
| 20160061623 | Pahwa et al. | Mar 2016 | A1 |
| 20160062605 | Agarwal et al. | Mar 2016 | A1 |
| 20160063094 | Udupa et al. | Mar 2016 | A1 |
| 20160063998 | Krishnamoorthy et al. | Mar 2016 | A1 |
| 20160065626 | Jain et al. | Mar 2016 | A1 |
| 20160070581 | Soon-Shiong | Mar 2016 | A1 |
| 20160071516 | Lee et al. | Mar 2016 | A1 |
| 20160071517 | Beaver et al. | Mar 2016 | A1 |
| 20160071521 | Haughay | Mar 2016 | A1 |
| 20160072940 | Cronin | Mar 2016 | A1 |
| 20160077794 | Kim et al. | Mar 2016 | A1 |
| 20160078860 | Paulik et al. | Mar 2016 | A1 |
| 20160080165 | Ehsani et al. | Mar 2016 | A1 |
| 20160080475 | Singh et al. | Mar 2016 | A1 |
| 20160085295 | Shimy et al. | Mar 2016 | A1 |
| 20160085827 | Chadha et al. | Mar 2016 | A1 |
| 20160086116 | Rao et al. | Mar 2016 | A1 |
| 20160086599 | Kurata et al. | Mar 2016 | A1 |
| 20160088335 | Zucchetta | Mar 2016 | A1 |
| 20160091871 | Marti et al. | Mar 2016 | A1 |
| 20160091967 | Prokofieva et al. | Mar 2016 | A1 |
| 20160092434 | Bellegarda | Mar 2016 | A1 |
| 20160092447 | Pathurudeen et al. | Mar 2016 | A1 |
| 20160092766 | Sainath et al. | Mar 2016 | A1 |
| 20160093291 | Kim | Mar 2016 | A1 |
| 20160093298 | Naik et al. | Mar 2016 | A1 |
| 20160093301 | Bellegarda et al. | Mar 2016 | A1 |
| 20160093304 | Kim et al. | Mar 2016 | A1 |
| 20160094700 | Lee et al. | Mar 2016 | A1 |
| 20160094889 | Venkataraman et al. | Mar 2016 | A1 |
| 20160094979 | Naik et al. | Mar 2016 | A1 |
| 20160098991 | Luo et al. | Apr 2016 | A1 |
| 20160098992 | Renard et al. | Apr 2016 | A1 |
| 20160099892 | Palakovich et al. | Apr 2016 | A1 |
| 20160099984 | Karagiannis et al. | Apr 2016 | A1 |
| 20160104480 | Sharifi | Apr 2016 | A1 |
| 20160104486 | Penilla et al. | Apr 2016 | A1 |
| 20160111091 | Bakish | Apr 2016 | A1 |
| 20160112746 | Zhang et al. | Apr 2016 | A1 |
| 20160112792 | Lee et al. | Apr 2016 | A1 |
| 20160117386 | Ajmera et al. | Apr 2016 | A1 |
| 20160118048 | Heide | Apr 2016 | A1 |
| 20160119338 | Cheyer | Apr 2016 | A1 |
| 20160125048 | Hamada | May 2016 | A1 |
| 20160125071 | Gabbai | May 2016 | A1 |
| 20160132046 | Beoughter et al. | May 2016 | A1 |
| 20160132290 | Raux | May 2016 | A1 |
| 20160132484 | Nauze et al. | May 2016 | A1 |
| 20160132488 | Clark et al. | May 2016 | A1 |
| 20160133254 | Vogel et al. | May 2016 | A1 |
| 20160139662 | Dabhade | May 2016 | A1 |
| 20160140951 | Agiomyrgiannakis et al. | May 2016 | A1 |
| 20160140962 | Sharifi | May 2016 | A1 |
| 20160147725 | Patten et al. | May 2016 | A1 |
| 20160148610 | Kennewick, Jr. et al. | May 2016 | A1 |
| 20160148612 | Guo et al. | May 2016 | A1 |
| 20160149966 | Remash et al. | May 2016 | A1 |
| 20160150020 | Farmer et al. | May 2016 | A1 |
| 20160151668 | Barnes et al. | Jun 2016 | A1 |
| 20160154624 | Son et al. | Jun 2016 | A1 |
| 20160154880 | Hoarty | Jun 2016 | A1 |
| 20160155442 | Kannan et al. | Jun 2016 | A1 |
| 20160155443 | Khan et al. | Jun 2016 | A1 |
| 20160156574 | Hum et al. | Jun 2016 | A1 |
| 20160162456 | Munro et al. | Jun 2016 | A1 |
| 20160163311 | Crook et al. | Jun 2016 | A1 |
| 20160163312 | Naik et al. | Jun 2016 | A1 |
| 20160170710 | Kim et al. | Jun 2016 | A1 |
| 20160170966 | Kolo | Jun 2016 | A1 |
| 20160173578 | Sharma et al. | Jun 2016 | A1 |
| 20160173617 | Allinson | Jun 2016 | A1 |
| 20160173960 | Snibbe et al. | Jun 2016 | A1 |
| 20160179462 | Bjorkengren | Jun 2016 | A1 |
| 20160179464 | Reddy et al. | Jun 2016 | A1 |
| 20160179787 | Deleeuw | Jun 2016 | A1 |
| 20160180840 | Siddiq et al. | Jun 2016 | A1 |
| 20160180844 | Vanblon et al. | Jun 2016 | A1 |
| 20160182410 | Janakiraman et al. | Jun 2016 | A1 |
| 20160182709 | Kim et al. | Jun 2016 | A1 |
| 20160188181 | Smith | Jun 2016 | A1 |
| 20160188738 | Gruber et al. | Jun 2016 | A1 |
| 20160189715 | Nishikawa | Jun 2016 | A1 |
| 20160189717 | Kannan et al. | Jun 2016 | A1 |
| 20160196110 | Yehoshua et al. | Jul 2016 | A1 |
| 20160198319 | Huang et al. | Jul 2016 | A1 |
| 20160203002 | Kannan et al. | Jul 2016 | A1 |
| 20160210551 | Lee et al. | Jul 2016 | A1 |
| 20160210981 | Lee | Jul 2016 | A1 |
| 20160212208 | Kulkarni et al. | Jul 2016 | A1 |
| 20160212488 | Os et al. | Jul 2016 | A1 |
| 20160217784 | Gelfenbeyn et al. | Jul 2016 | A1 |
| 20160224540 | Stewart et al. | Aug 2016 | A1 |
| 20160224559 | Hicks et al. | Aug 2016 | A1 |
| 20160224774 | Pender | Aug 2016 | A1 |
| 20160225372 | Cheung et al. | Aug 2016 | A1 |
| 20160227107 | Beaumont | Aug 2016 | A1 |
| 20160232500 | Wang et al. | Aug 2016 | A1 |
| 20160239645 | Heo et al. | Aug 2016 | A1 |
| 20160240187 | Fleizach et al. | Aug 2016 | A1 |
| 20160240189 | Lee et al. | Aug 2016 | A1 |
| 20160240192 | Raghuvir | Aug 2016 | A1 |
| 20160247061 | Trask et al. | Aug 2016 | A1 |
| 20160249319 | Dotan-Cohen et al. | Aug 2016 | A1 |
| 20160253312 | Rhodes | Sep 2016 | A1 |
| 20160253528 | Gao et al. | Sep 2016 | A1 |
| 20160259623 | Sumner et al. | Sep 2016 | A1 |
| 20160259656 | Sumner et al. | Sep 2016 | A1 |
| 20160259779 | Labskýet al. | Sep 2016 | A1 |
| 20160260431 | Newendorp et al. | Sep 2016 | A1 |
| 20160260433 | Sumner et al. | Sep 2016 | A1 |
| 20160260434 | Gelfenbeyn et al. | Sep 2016 | A1 |
| 20160260436 | Lemay et al. | Sep 2016 | A1 |
| 20160266871 | Schmid et al. | Sep 2016 | A1 |
| 20160267904 | Biadsy et al. | Sep 2016 | A1 |
| 20160274938 | Strinati et al. | Sep 2016 | A1 |
| 20160275941 | Bellegarda et al. | Sep 2016 | A1 |
| 20160275947 | Li et al. | Sep 2016 | A1 |
| 20160282824 | Smallwood et al. | Sep 2016 | A1 |
| 20160282956 | Ouyang et al. | Sep 2016 | A1 |
| 20160283185 | Mclaren et al. | Sep 2016 | A1 |
| 20160284005 | Daniel et al. | Sep 2016 | A1 |
| 20160284199 | Dotan-Cohen et al. | Sep 2016 | A1 |
| 20160285808 | Franklin et al. | Sep 2016 | A1 |
| 20160286045 | Shaltiel et al. | Sep 2016 | A1 |
| 20160293157 | Chen et al. | Oct 2016 | A1 |
| 20160293168 | Chen | Oct 2016 | A1 |
| 20160294755 | Prabhu | Oct 2016 | A1 |
| 20160299685 | Zhai et al. | Oct 2016 | A1 |
| 20160299882 | Hegerty et al. | Oct 2016 | A1 |
| 20160299883 | Zhu et al. | Oct 2016 | A1 |
| 20160299977 | Hreha | Oct 2016 | A1 |
| 20160300571 | Foerster et al. | Oct 2016 | A1 |
| 20160301639 | Liu et al. | Oct 2016 | A1 |
| 20160307566 | Bellegarda | Oct 2016 | A1 |
| 20160308799 | Schubert et al. | Oct 2016 | A1 |
| 20160309035 | Li | Oct 2016 | A1 |
| 20160313906 | Kilchenko et al. | Oct 2016 | A1 |
| 20160314788 | Jitkoff et al. | Oct 2016 | A1 |
| 20160314789 | Marcheret et al. | Oct 2016 | A1 |
| 20160314792 | Alvarez et al. | Oct 2016 | A1 |
| 20160315996 | Ha et al. | Oct 2016 | A1 |
| 20160317924 | Tanaka et al. | Nov 2016 | A1 |
| 20160321239 | Iso-Sipiläet al. | Nov 2016 | A1 |
| 20160321261 | Spasojevic et al. | Nov 2016 | A1 |
| 20160321358 | Kanani et al. | Nov 2016 | A1 |
| 20160322043 | Bellegarda | Nov 2016 | A1 |
| 20160322044 | Jung et al. | Nov 2016 | A1 |
| 20160322045 | Hatfield et al. | Nov 2016 | A1 |
| 20160322048 | Amano et al. | Nov 2016 | A1 |
| 20160322050 | Wang et al. | Nov 2016 | A1 |
| 20160328147 | Zhang et al. | Nov 2016 | A1 |
| 20160328205 | Agrawal et al. | Nov 2016 | A1 |
| 20160328893 | Cordova et al. | Nov 2016 | A1 |
| 20160329060 | Ito et al. | Nov 2016 | A1 |
| 20160334973 | Reckhow et al. | Nov 2016 | A1 |
| 20160335138 | Surti et al. | Nov 2016 | A1 |
| 20160335532 | Sanghavi et al. | Nov 2016 | A1 |
| 20160336007 | Hanazawa et al. | Nov 2016 | A1 |
| 20160336010 | Lindahl | Nov 2016 | A1 |
| 20160336011 | Koll et al. | Nov 2016 | A1 |
| 20160336024 | Choi et al. | Nov 2016 | A1 |
| 20160337299 | Lane et al. | Nov 2016 | A1 |
| 20160337301 | Rollins et al. | Nov 2016 | A1 |
| 20160342317 | Lim et al. | Nov 2016 | A1 |
| 20160342685 | Basu et al. | Nov 2016 | A1 |
| 20160342781 | Jeon | Nov 2016 | A1 |
| 20160350650 | Leeman-Munk et al. | Dec 2016 | A1 |
| 20160351190 | Piernot et al. | Dec 2016 | A1 |
| 20160352567 | Robbins et al. | Dec 2016 | A1 |
| 20160352924 | Senarath et al. | Dec 2016 | A1 |
| 20160357304 | Hatori et al. | Dec 2016 | A1 |
| 20160357728 | Bellegarda et al. | Dec 2016 | A1 |
| 20160357790 | Elkington et al. | Dec 2016 | A1 |
| 20160357861 | Carlhian et al. | Dec 2016 | A1 |
| 20160357870 | Hentschel et al. | Dec 2016 | A1 |
| 20160358598 | Williams et al. | Dec 2016 | A1 |
| 20160358600 | Nallasamy et al. | Dec 2016 | A1 |
| 20160358619 | Ramprashad et al. | Dec 2016 | A1 |
| 20160359771 | Sridhar | Dec 2016 | A1 |
| 20160360039 | Sanghavi et al. | Dec 2016 | A1 |
| 20160360336 | Gross et al. | Dec 2016 | A1 |
| 20160360382 | Gross et al. | Dec 2016 | A1 |
| 20160364378 | Futrell et al. | Dec 2016 | A1 |
| 20160365101 | Foy et al. | Dec 2016 | A1 |
| 20160371250 | Rhodes | Dec 2016 | A1 |
| 20160372112 | Miller et al. | Dec 2016 | A1 |
| 20160372119 | Sak et al. | Dec 2016 | A1 |
| 20160378747 | Orr et al. | Dec 2016 | A1 |
| 20160379091 | Lin et al. | Dec 2016 | A1 |
| 20160379626 | Deisher et al. | Dec 2016 | A1 |
| 20160379632 | Hoffmeister et al. | Dec 2016 | A1 |
| 20160379633 | Lehman et al. | Dec 2016 | A1 |
| 20160379639 | Weinstein et al. | Dec 2016 | A1 |
| 20160379641 | Liu et al. | Dec 2016 | A1 |
| 20170000348 | Karsten et al. | Jan 2017 | A1 |
| 20170003931 | Dvortsov et al. | Jan 2017 | A1 |
| 20170004824 | Yoo et al. | Jan 2017 | A1 |
| 20170005818 | Gould | Jan 2017 | A1 |
| 20170011091 | Chehreghani | Jan 2017 | A1 |
| 20170011303 | Annapureddy et al. | Jan 2017 | A1 |
| 20170011742 | Jing et al. | Jan 2017 | A1 |
| 20170013124 | Havelka et al. | Jan 2017 | A1 |
| 20170013331 | Watanabe et al. | Jan 2017 | A1 |
| 20170018271 | Khan et al. | Jan 2017 | A1 |
| 20170019987 | Dragone et al. | Jan 2017 | A1 |
| 20170023963 | Davis et al. | Jan 2017 | A1 |
| 20170025124 | Mixter et al. | Jan 2017 | A1 |
| 20170026318 | Daniel et al. | Jan 2017 | A1 |
| 20170026509 | Rand | Jan 2017 | A1 |
| 20170031576 | Saoji et al. | Feb 2017 | A1 |
| 20170032783 | Lord et al. | Feb 2017 | A1 |
| 20170032787 | Dayal | Feb 2017 | A1 |
| 20170032791 | Elson et al. | Feb 2017 | A1 |
| 20170039283 | Bennett et al. | Feb 2017 | A1 |
| 20170039475 | Cheyer et al. | Feb 2017 | A1 |
| 20170040002 | Basson et al. | Feb 2017 | A1 |
| 20170041388 | Tal et al. | Feb 2017 | A1 |
| 20170047063 | Ohmura et al. | Feb 2017 | A1 |
| 20170053652 | Choi et al. | Feb 2017 | A1 |
| 20170055895 | Jardins et al. | Mar 2017 | A1 |
| 20170060853 | Lee et al. | Mar 2017 | A1 |
| 20170061423 | Bryant et al. | Mar 2017 | A1 |
| 20170068423 | Napolitano et al. | Mar 2017 | A1 |
| 20170068513 | Stasior et al. | Mar 2017 | A1 |
| 20170068550 | Zeitlin | Mar 2017 | A1 |
| 20170068670 | Orr et al. | Mar 2017 | A1 |
| 20170069308 | Aleksic et al. | Mar 2017 | A1 |
| 20170075653 | Dawidowsky et al. | Mar 2017 | A1 |
| 20170076720 | Gopalan et al. | Mar 2017 | A1 |
| 20170076721 | Bargetzi et al. | Mar 2017 | A1 |
| 20170078490 | Kaminsky et al. | Mar 2017 | A1 |
| 20170083179 | Gruber et al. | Mar 2017 | A1 |
| 20170083285 | Meyers et al. | Mar 2017 | A1 |
| 20170083504 | Huang | Mar 2017 | A1 |
| 20170084277 | Sharifi | Mar 2017 | A1 |
| 20170085547 | De Aguiar et al. | Mar 2017 | A1 |
| 20170090569 | Levesque | Mar 2017 | A1 |
| 20170091168 | Bellegarda et al. | Mar 2017 | A1 |
| 20170091169 | Bellegarda et al. | Mar 2017 | A1 |
| 20170091612 | Gruber et al. | Mar 2017 | A1 |
| 20170092259 | Jeon | Mar 2017 | A1 |
| 20170092270 | Newendorp et al. | Mar 2017 | A1 |
| 20170092278 | Evermann et al. | Mar 2017 | A1 |
| 20170093356 | Cudak et al. | Mar 2017 | A1 |
| 20170097743 | Hameed et al. | Apr 2017 | A1 |
| 20170102837 | Toumpelis | Apr 2017 | A1 |
| 20170102915 | Kuscher et al. | Apr 2017 | A1 |
| 20170103749 | Zhao et al. | Apr 2017 | A1 |
| 20170103752 | Senior et al. | Apr 2017 | A1 |
| 20170105190 | Logan et al. | Apr 2017 | A1 |
| 20170110117 | Chakladar et al. | Apr 2017 | A1 |
| 20170116177 | Walia | Apr 2017 | A1 |
| 20170116982 | Gelfenbeyn et al. | Apr 2017 | A1 |
| 20170116989 | Yadgar et al. | Apr 2017 | A1 |
| 20170124190 | Wang et al. | May 2017 | A1 |
| 20170124311 | Li et al. | May 2017 | A1 |
| 20170125016 | Wang | May 2017 | A1 |
| 20170127124 | Wilson et al. | May 2017 | A9 |
| 20170131778 | Iyer | May 2017 | A1 |
| 20170132019 | Karashchuk et al. | May 2017 | A1 |
| 20170132199 | Vescovi et al. | May 2017 | A1 |
| 20170133007 | Drewes | May 2017 | A1 |
| 20170140041 | Dotan-Cohen et al. | May 2017 | A1 |
| 20170140052 | Bufe, III et al. | May 2017 | A1 |
| 20170140644 | Hwang et al. | May 2017 | A1 |
| 20170140760 | Sachdev | May 2017 | A1 |
| 20170147841 | Stagg et al. | May 2017 | A1 |
| 20170148044 | Fukuda et al. | May 2017 | A1 |
| 20170154033 | Lee | Jun 2017 | A1 |
| 20170154055 | Dimson et al. | Jun 2017 | A1 |
| 20170155940 | Jin et al. | Jun 2017 | A1 |
| 20170155965 | Ward | Jun 2017 | A1 |
| 20170161018 | Lemay et al. | Jun 2017 | A1 |
| 20170161268 | Badaskar | Jun 2017 | A1 |
| 20170161293 | Ionescu et al. | Jun 2017 | A1 |
| 20170161393 | Oh et al. | Jun 2017 | A1 |
| 20170162191 | Grost et al. | Jun 2017 | A1 |
| 20170162203 | Huang et al. | Jun 2017 | A1 |
| 20170169818 | Vanblon et al. | Jun 2017 | A1 |
| 20170169819 | Mese et al. | Jun 2017 | A1 |
| 20170177547 | Ciereszko et al. | Jun 2017 | A1 |
| 20170178619 | Naik et al. | Jun 2017 | A1 |
| 20170178620 | Fleizach et al. | Jun 2017 | A1 |
| 20170178626 | Gruber et al. | Jun 2017 | A1 |
| 20170180499 | Gelfenbeyn et al. | Jun 2017 | A1 |
| 20170185375 | Martel et al. | Jun 2017 | A1 |
| 20170185581 | Bojja et al. | Jun 2017 | A1 |
| 20170186429 | Giuli et al. | Jun 2017 | A1 |
| 20170187711 | Joo et al. | Jun 2017 | A1 |
| 20170193083 | Bhatt et al. | Jul 2017 | A1 |
| 20170195493 | Sudarsan et al. | Jul 2017 | A1 |
| 20170195495 | Deora et al. | Jul 2017 | A1 |
| 20170195636 | Child et al. | Jul 2017 | A1 |
| 20170199870 | Zheng et al. | Jul 2017 | A1 |
| 20170199874 | Patel et al. | Jul 2017 | A1 |
| 20170200066 | Wang et al. | Jul 2017 | A1 |
| 20170201609 | Salmenkaita et al. | Jul 2017 | A1 |
| 20170201613 | Engelke et al. | Jul 2017 | A1 |
| 20170206899 | Bryant et al. | Jul 2017 | A1 |
| 20170215052 | Koum et al. | Jul 2017 | A1 |
| 20170221486 | Kurata et al. | Aug 2017 | A1 |
| 20170223189 | Meredith et al. | Aug 2017 | A1 |
| 20170227935 | Su et al. | Aug 2017 | A1 |
| 20170228367 | Pasupalak et al. | Aug 2017 | A1 |
| 20170228382 | Haviv et al. | Aug 2017 | A1 |
| 20170230429 | Garmark et al. | Aug 2017 | A1 |
| 20170230497 | Kim et al. | Aug 2017 | A1 |
| 20170230709 | Van Os et al. | Aug 2017 | A1 |
| 20170235361 | Rigazio et al. | Aug 2017 | A1 |
| 20170235618 | Lin et al. | Aug 2017 | A1 |
| 20170235721 | Almosallam et al. | Aug 2017 | A1 |
| 20170236512 | Williams et al. | Aug 2017 | A1 |
| 20170236514 | Nelson | Aug 2017 | A1 |
| 20170238039 | Sabattini | Aug 2017 | A1 |
| 20170242478 | Ma | Aug 2017 | A1 |
| 20170242653 | Lang et al. | Aug 2017 | A1 |
| 20170242657 | Jarvis et al. | Aug 2017 | A1 |
| 20170243468 | Dotan-Cohen et al. | Aug 2017 | A1 |
| 20170243576 | Millington et al. | Aug 2017 | A1 |
| 20170243586 | Civelli et al. | Aug 2017 | A1 |
| 20170249309 | Sarikaya | Aug 2017 | A1 |
| 20170256256 | Wang et al. | Sep 2017 | A1 |
| 20170263247 | Kang et al. | Sep 2017 | A1 |
| 20170263248 | Gruber et al. | Sep 2017 | A1 |
| 20170263249 | Akbacak et al. | Sep 2017 | A1 |
| 20170263254 | Dewan et al. | Sep 2017 | A1 |
| 20170264451 | Yu et al. | Sep 2017 | A1 |
| 20170264711 | Natarajan et al. | Sep 2017 | A1 |
| 20170270822 | Cohen | Sep 2017 | A1 |
| 20170270912 | Levit et al. | Sep 2017 | A1 |
| 20170278514 | Mathias et al. | Sep 2017 | A1 |
| 20170285915 | Napolitano et al. | Oct 2017 | A1 |
| 20170286397 | Gonzalez | Oct 2017 | A1 |
| 20170287472 | Ogawa et al. | Oct 2017 | A1 |
| 20170289305 | Liensberger et al. | Oct 2017 | A1 |
| 20170295446 | Shivappa | Oct 2017 | A1 |
| 20170308552 | Soni et al. | Oct 2017 | A1 |
| 20170308609 | Berkhin et al. | Oct 2017 | A1 |
| 20170311005 | Lin | Oct 2017 | A1 |
| 20170316775 | Le et al. | Nov 2017 | A1 |
| 20170316782 | Haughay | Nov 2017 | A1 |
| 20170319123 | Voss et al. | Nov 2017 | A1 |
| 20170323637 | Naik | Nov 2017 | A1 |
| 20170329466 | Krenkler et al. | Nov 2017 | A1 |
| 20170329490 | Esinovskaya et al. | Nov 2017 | A1 |
| 20170329572 | Shah et al. | Nov 2017 | A1 |
| 20170329630 | Jann et al. | Nov 2017 | A1 |
| 20170330567 | Van et al. | Nov 2017 | A1 |
| 20170336920 | Chan et al. | Nov 2017 | A1 |
| 20170337035 | Choudhary et al. | Nov 2017 | A1 |
| 20170337478 | Sarikaya et al. | Nov 2017 | A1 |
| 20170345411 | Raitio et al. | Nov 2017 | A1 |
| 20170345420 | Barnett, Jr. | Nov 2017 | A1 |
| 20170345429 | Hardee et al. | Nov 2017 | A1 |
| 20170346949 | Sanghavi et al. | Nov 2017 | A1 |
| 20170351487 | Avilés-Casco et al. | Dec 2017 | A1 |
| 20170352346 | Paulik et al. | Dec 2017 | A1 |
| 20170352350 | Booker et al. | Dec 2017 | A1 |
| 20170357478 | Piersol et al. | Dec 2017 | A1 |
| 20170357529 | Venkatraman et al. | Dec 2017 | A1 |
| 20170357632 | Pagallo et al. | Dec 2017 | A1 |
| 20170357633 | Wang et al. | Dec 2017 | A1 |
| 20170357637 | Nell et al. | Dec 2017 | A1 |
| 20170357640 | Bellegarda et al. | Dec 2017 | A1 |
| 20170357716 | Bellegarda et al. | Dec 2017 | A1 |
| 20170358300 | Laurens et al. | Dec 2017 | A1 |
| 20170358301 | Raitio et al. | Dec 2017 | A1 |
| 20170358302 | Orr et al. | Dec 2017 | A1 |
| 20170358303 | Walker, II et al. | Dec 2017 | A1 |
| 20170358304 | Castillo et al. | Dec 2017 | A1 |
| 20170358305 | Kudurshian et al. | Dec 2017 | A1 |
| 20170358317 | James | Dec 2017 | A1 |
| 20170359680 | Ledvina et al. | Dec 2017 | A1 |
| 20170365251 | Park et al. | Dec 2017 | A1 |
| 20170371509 | Jung et al. | Dec 2017 | A1 |
| 20170371885 | Aggarwal et al. | Dec 2017 | A1 |
| 20170374093 | Dhar et al. | Dec 2017 | A1 |
| 20170374176 | Agrawal et al. | Dec 2017 | A1 |
| 20180004396 | Ying | Jan 2018 | A1 |
| 20180005112 | Iso-Sipila et al. | Jan 2018 | A1 |
| 20180007060 | Leblang et al. | Jan 2018 | A1 |
| 20180007096 | Levin et al. | Jan 2018 | A1 |
| 20180007538 | Naik et al. | Jan 2018 | A1 |
| 20180012596 | Piernot et al. | Jan 2018 | A1 |
| 20180018248 | Bhargava et al. | Jan 2018 | A1 |
| 20180024985 | Asano | Jan 2018 | A1 |
| 20180025124 | Mohr et al. | Jan 2018 | A1 |
| 20180028918 | Tang et al. | Feb 2018 | A1 |
| 20180033431 | Newendorp et al. | Feb 2018 | A1 |
| 20180033436 | Zhou | Feb 2018 | A1 |
| 20180047201 | Filev et al. | Feb 2018 | A1 |
| 20180047391 | Baik et al. | Feb 2018 | A1 |
| 20180047393 | Tian et al. | Feb 2018 | A1 |
| 20180047406 | Park | Feb 2018 | A1 |
| 20180052909 | Sharifi et al. | Feb 2018 | A1 |
| 20180054505 | Hart et al. | Feb 2018 | A1 |
| 20180060032 | Boesen | Mar 2018 | A1 |
| 20180060301 | Li et al. | Mar 2018 | A1 |
| 20180060312 | Won | Mar 2018 | A1 |
| 20180061400 | Carbune et al. | Mar 2018 | A1 |
| 20180061401 | Sarikaya et al. | Mar 2018 | A1 |
| 20180062691 | Barnett, Jr. | Mar 2018 | A1 |
| 20180063308 | Crystal et al. | Mar 2018 | A1 |
| 20180063324 | Van Meter, II | Mar 2018 | A1 |
| 20180063624 | Boesen | Mar 2018 | A1 |
| 20180067904 | Li | Mar 2018 | A1 |
| 20180067914 | Chen et al. | Mar 2018 | A1 |
| 20180067918 | Bellegarda et al. | Mar 2018 | A1 |
| 20180068074 | Shen | Mar 2018 | A1 |
| 20180069743 | Bakken et al. | Mar 2018 | A1 |
| 20180075847 | Lee et al. | Mar 2018 | A1 |
| 20180077095 | Deyle et al. | Mar 2018 | A1 |
| 20180088969 | Vanblon et al. | Mar 2018 | A1 |
| 20180089166 | Meyer et al. | Mar 2018 | A1 |
| 20180089588 | Ravi et al. | Mar 2018 | A1 |
| 20180090143 | Saddler et al. | Mar 2018 | A1 |
| 20180091604 | Yamashita et al. | Mar 2018 | A1 |
| 20180091847 | Wu et al. | Mar 2018 | A1 |
| 20180096683 | James et al. | Apr 2018 | A1 |
| 20180096690 | Mixter et al. | Apr 2018 | A1 |
| 20180101925 | Brinig et al. | Apr 2018 | A1 |
| 20180102914 | Kawachi et al. | Apr 2018 | A1 |
| 20180107917 | Hewavitharana et al. | Apr 2018 | A1 |
| 20180107945 | Gao et al. | Apr 2018 | A1 |
| 20180108346 | Paulik et al. | Apr 2018 | A1 |
| 20180113673 | Sheynblat | Apr 2018 | A1 |
| 20180314362 | Kim et al. | Apr 2018 | A1 |
| 20180121432 | Parson et al. | May 2018 | A1 |
| 20180122376 | Kojima | May 2018 | A1 |
| 20180122378 | Mixter et al. | May 2018 | A1 |
| 20180126260 | Chansoriya et al. | May 2018 | A1 |
| 20180129967 | Herreshoff | May 2018 | A1 |
| 20180130470 | Lemay et al. | May 2018 | A1 |
| 20180130471 | Trufinescu et al. | May 2018 | A1 |
| 20180137856 | Gilbert | May 2018 | A1 |
| 20180137857 | Zhou et al. | May 2018 | A1 |
| 20180137865 | Ling | May 2018 | A1 |
| 20180143967 | Anbazhagan et al. | May 2018 | A1 |
| 20180144465 | Hsieh et al. | May 2018 | A1 |
| 20180144615 | Kinney et al. | May 2018 | A1 |
| 20180144746 | Mishra et al. | May 2018 | A1 |
| 20180144748 | Leong | May 2018 | A1 |
| 20180146089 | Rauenbuehler et al. | May 2018 | A1 |
| 20180150744 | Orr et al. | May 2018 | A1 |
| 20180152557 | White et al. | May 2018 | A1 |
| 20180157372 | Kurabayashi | Jun 2018 | A1 |
| 20180157992 | Susskind et al. | Jun 2018 | A1 |
| 20180158548 | Taheri et al. | Jun 2018 | A1 |
| 20180158552 | Liu et al. | Jun 2018 | A1 |
| 20180166076 | Higuchi et al. | Jun 2018 | A1 |
| 20180167884 | Dawid et al. | Jun 2018 | A1 |
| 20180173403 | Carbune et al. | Jun 2018 | A1 |
| 20180173542 | Chan et al. | Jun 2018 | A1 |
| 20180174406 | Arashi et al. | Jun 2018 | A1 |
| 20180174576 | Soltau et al. | Jun 2018 | A1 |
| 20180174597 | Lee et al. | Jun 2018 | A1 |
| 20180182376 | Gysel et al. | Jun 2018 | A1 |
| 20180188840 | Tamura et al. | Jul 2018 | A1 |
| 20180188948 | Ouyang et al. | Jul 2018 | A1 |
| 20180189267 | Takiel | Jul 2018 | A1 |
| 20180190263 | Calef, III | Jul 2018 | A1 |
| 20180190273 | Karimli et al. | Jul 2018 | A1 |
| 20180190279 | Anderson et al. | Jul 2018 | A1 |
| 20180191670 | Suyama | Jul 2018 | A1 |
| 20180196683 | Radebaugh et al. | Jul 2018 | A1 |
| 20180210874 | Fuxman et al. | Jul 2018 | A1 |
| 20180213448 | Segal et al. | Jul 2018 | A1 |
| 20180218735 | Hunt et al. | Aug 2018 | A1 |
| 20180225274 | Tommy et al. | Aug 2018 | A1 |
| 20180232203 | Gelfenbeyn et al. | Aug 2018 | A1 |
| 20180233132 | Herold et al. | Aug 2018 | A1 |
| 20180233140 | Koishida et al. | Aug 2018 | A1 |
| 20180247065 | Rhee et al. | Aug 2018 | A1 |
| 20180253209 | Jaygarl et al. | Sep 2018 | A1 |
| 20180253652 | Palzer et al. | Sep 2018 | A1 |
| 20180260680 | Finkelstein et al. | Sep 2018 | A1 |
| 20180268023 | Korpusik et al. | Sep 2018 | A1 |
| 20180268106 | Velaga | Sep 2018 | A1 |
| 20180270343 | Rout et al. | Sep 2018 | A1 |
| 20180275839 | Kocienda et al. | Sep 2018 | A1 |
| 20180276197 | Nell et al. | Sep 2018 | A1 |
| 20180277113 | Hartung et al. | Sep 2018 | A1 |
| 20180278740 | Choi et al. | Sep 2018 | A1 |
| 20180285056 | Cutler et al. | Oct 2018 | A1 |
| 20180293984 | Lindahl | Oct 2018 | A1 |
| 20180293988 | Huang et al. | Oct 2018 | A1 |
| 20180299878 | Cella et al. | Oct 2018 | A1 |
| 20180300608 | Sevrens et al. | Oct 2018 | A1 |
| 20180308470 | Park et al. | Oct 2018 | A1 |
| 20180308477 | Nagasaka | Oct 2018 | A1 |
| 20180308480 | Jang et al. | Oct 2018 | A1 |
| 20180308485 | Kudurshian et al. | Oct 2018 | A1 |
| 20180308486 | Saddler et al. | Oct 2018 | A1 |
| 20180314552 | Kim et al. | Nov 2018 | A1 |
| 20180315416 | Berthelsen et al. | Nov 2018 | A1 |
| 20180322112 | Bellegarda et al. | Nov 2018 | A1 |
| 20180322881 | Min et al. | Nov 2018 | A1 |
| 20180324518 | Dusan et al. | Nov 2018 | A1 |
| 20180329677 | Gruber et al. | Nov 2018 | A1 |
| 20180329957 | Frazzingaro et al. | Nov 2018 | A1 |
| 20180329982 | Patel et al. | Nov 2018 | A1 |
| 20180329998 | Thomson et al. | Nov 2018 | A1 |
| 20180330714 | Paulik et al. | Nov 2018 | A1 |
| 20180330721 | Thomson et al. | Nov 2018 | A1 |
| 20180330722 | Newendorp et al. | Nov 2018 | A1 |
| 20180330723 | Acero et al. | Nov 2018 | A1 |
| 20180330729 | Golipour et al. | Nov 2018 | A1 |
| 20180330730 | Garg et al. | Nov 2018 | A1 |
| 20180330731 | Zeitlin et al. | Nov 2018 | A1 |
| 20180330733 | Orr et al. | Nov 2018 | A1 |
| 20180330737 | Paulik et al. | Nov 2018 | A1 |
| 20180332118 | Phipps et al. | Nov 2018 | A1 |
| 20180332389 | Ekkizogloy et al. | Nov 2018 | A1 |
| 20180336184 | Bellegarda et al. | Nov 2018 | A1 |
| 20180336197 | Skilling et al. | Nov 2018 | A1 |
| 20180336275 | Graham et al. | Nov 2018 | A1 |
| 20180336439 | Kliger et al. | Nov 2018 | A1 |
| 20180336449 | Adan et al. | Nov 2018 | A1 |
| 20180336885 | Mukherjee et al. | Nov 2018 | A1 |
| 20180336892 | Kim et al. | Nov 2018 | A1 |
| 20180336894 | Graham et al. | Nov 2018 | A1 |
| 20180336904 | Piercy et al. | Nov 2018 | A1 |
| 20180336905 | Kim et al. | Nov 2018 | A1 |
| 20180336920 | Bastian et al. | Nov 2018 | A1 |
| 20180338191 | Van et al. | Nov 2018 | A1 |
| 20180341643 | Alders et al. | Nov 2018 | A1 |
| 20180343557 | Naik et al. | Nov 2018 | A1 |
| 20180349084 | Nagasaka et al. | Dec 2018 | A1 |
| 20180349346 | Hatori et al. | Dec 2018 | A1 |
| 20180349349 | Bellegarda et al. | Dec 2018 | A1 |
| 20180349447 | Maccartney et al. | Dec 2018 | A1 |
| 20180349472 | Kohlschuetter et al. | Dec 2018 | A1 |
| 20180349728 | Wang et al. | Dec 2018 | A1 |
| 20180350345 | Naik | Dec 2018 | A1 |
| 20180350353 | Gruber et al. | Dec 2018 | A1 |
| 20180357073 | Johnson et al. | Dec 2018 | A1 |
| 20180357308 | Cheyer | Dec 2018 | A1 |
| 20180358015 | Cash et al. | Dec 2018 | A1 |
| 20180358019 | Mont-Reynaud | Dec 2018 | A1 |
| 20180365653 | Cleaver et al. | Dec 2018 | A1 |
| 20180366105 | Kim | Dec 2018 | A1 |
| 20180373487 | Gruber et al. | Dec 2018 | A1 |
| 20180373493 | Watson et al. | Dec 2018 | A1 |
| 20180373796 | Rathod | Dec 2018 | A1 |
| 20180374484 | Huang et al. | Dec 2018 | A1 |
| 20190005024 | Somech et al. | Jan 2019 | A1 |
| 20190012141 | Piersol et al. | Jan 2019 | A1 |
| 20190012449 | Cheyer | Jan 2019 | A1 |
| 20190013018 | Rekstad | Jan 2019 | A1 |
| 20190013025 | Alcorn et al. | Jan 2019 | A1 |
| 20190014450 | Gruber et al. | Jan 2019 | A1 |
| 20190019077 | Griffin et al. | Jan 2019 | A1 |
| 20190027152 | Huang et al. | Jan 2019 | A1 |
| 20190034040 | Shah et al. | Jan 2019 | A1 |
| 20190034826 | Ahmad et al. | Jan 2019 | A1 |
| 20190035405 | Haughay | Jan 2019 | A1 |
| 20190042059 | Baer | Feb 2019 | A1 |
| 20190042627 | Osotio et al. | Feb 2019 | A1 |
| 20190043507 | Huang et al. | Feb 2019 | A1 |
| 20190045040 | Lee et al. | Feb 2019 | A1 |
| 20190051309 | Kim et al. | Feb 2019 | A1 |
| 20190057697 | Giuli et al. | Feb 2019 | A1 |
| 20190065144 | Sumner et al. | Feb 2019 | A1 |
| 20190065993 | Srinivasan et al. | Feb 2019 | A1 |
| 20190066674 | Jaygarl et al. | Feb 2019 | A1 |
| 20190068810 | Okamoto et al. | Feb 2019 | A1 |
| 20190173996 | Butcher et al. | Feb 2019 | A1 |
| 20190073998 | Leblang et al. | Mar 2019 | A1 |
| 20190074009 | Kim et al. | Mar 2019 | A1 |
| 20190074015 | Orr et al. | Mar 2019 | A1 |
| 20190074016 | Orr et al. | Mar 2019 | A1 |
| 20190079476 | Funes | Mar 2019 | A1 |
| 20190080685 | Johnson, Jr. | Mar 2019 | A1 |
| 20190080698 | Miller | Mar 2019 | A1 |
| 20190087412 | Seyed et al. | Mar 2019 | A1 |
| 20190087455 | He et al. | Mar 2019 | A1 |
| 20190095050 | Gruber et al. | Mar 2019 | A1 |
| 20190095171 | Carson et al. | Mar 2019 | A1 |
| 20190102378 | Piernot et al. | Apr 2019 | A1 |
| 20190102381 | Futrell et al. | Apr 2019 | A1 |
| 20190103103 | Ni et al. | Apr 2019 | A1 |
| 20190103112 | Walker et al. | Apr 2019 | A1 |
| 20190116264 | Sanghavi et al. | Apr 2019 | A1 |
| 20190122666 | Raitio et al. | Apr 2019 | A1 |
| 20190122692 | Binder et al. | Apr 2019 | A1 |
| 20190124019 | Leon et al. | Apr 2019 | A1 |
| 20190129615 | Sundar et al. | May 2019 | A1 |
| 20190132694 | Hanes et al. | May 2019 | A1 |
| 20190134501 | Feder et al. | May 2019 | A1 |
| 20190138704 | Shrivastava et al. | May 2019 | A1 |
| 20190139541 | Andersen et al. | May 2019 | A1 |
| 20190141494 | Gross et al. | May 2019 | A1 |
| 20190147880 | Booker et al. | May 2019 | A1 |
| 20190149972 | Parks et al. | May 2019 | A1 |
| 20190156830 | Devaraj et al. | May 2019 | A1 |
| 20190158994 | Gross et al. | May 2019 | A1 |
| 20190164546 | Piernot et al. | May 2019 | A1 |
| 20190172467 | Kim et al. | Jun 2019 | A1 |
| 20190179607 | Thangarathnam et al. | Jun 2019 | A1 |
| 20190179890 | Evermann | Jun 2019 | A1 |
| 20190180770 | Kothari et al. | Jun 2019 | A1 |
| 20190182176 | Niewczas | Jun 2019 | A1 |
| 20190187787 | White et al. | Jun 2019 | A1 |
| 20190188326 | Daianu et al. | Jun 2019 | A1 |
| 20190188328 | Oyenan et al. | Jun 2019 | A1 |
| 20190189118 | Piernot et al. | Jun 2019 | A1 |
| 20190189125 | Van Os et al. | Jun 2019 | A1 |
| 20190197053 | Graham et al. | Jun 2019 | A1 |
| 20190213601 | Hackman et al. | Jul 2019 | A1 |
| 20190213774 | Jiao et al. | Jul 2019 | A1 |
| 20190213999 | Grupen et al. | Jul 2019 | A1 |
| 20190214024 | Gruber et al. | Jul 2019 | A1 |
| 20190220245 | Martel et al. | Jul 2019 | A1 |
| 20190220246 | Orr et al. | Jul 2019 | A1 |
| 20190220247 | Lemay et al. | Jul 2019 | A1 |
| 20190220727 | Dohrmann et al. | Jul 2019 | A1 |
| 20190222684 | Li et al. | Jul 2019 | A1 |
| 20190230215 | Zhu et al. | Jul 2019 | A1 |
| 20190236130 | Li et al. | Aug 2019 | A1 |
| 20190236459 | Cheyer et al. | Aug 2019 | A1 |
| 20190244618 | Newendorp et al. | Aug 2019 | A1 |
| 20190251339 | Hawker | Aug 2019 | A1 |
| 20190251960 | Maker et al. | Aug 2019 | A1 |
| 20190259386 | Kudurshian et al. | Aug 2019 | A1 |
| 20190272825 | O'Malley et al. | Sep 2019 | A1 |
| 20190272831 | Kajarekar | Sep 2019 | A1 |
| 20190273963 | Jobanputra et al. | Sep 2019 | A1 |
| 20190278841 | Pusateri et al. | Sep 2019 | A1 |
| 20190287522 | Lambourne et al. | Sep 2019 | A1 |
| 20190295544 | Garcia et al. | Sep 2019 | A1 |
| 20190303442 | Peitz et al. | Oct 2019 | A1 |
| 20190310765 | Napolitano et al. | Oct 2019 | A1 |
| 20190311708 | Bengio et al. | Oct 2019 | A1 |
| 20190318739 | Garg et al. | Oct 2019 | A1 |
| 20190339784 | Lemay et al. | Nov 2019 | A1 |
| 20190341027 | Vescovi et al. | Nov 2019 | A1 |
| 20190341056 | Paulik et al. | Nov 2019 | A1 |
| 20190347063 | Liu et al. | Nov 2019 | A1 |
| 20190348022 | Park et al. | Nov 2019 | A1 |
| 20190354548 | Orr et al. | Nov 2019 | A1 |
| 20190355346 | Bellegarda | Nov 2019 | A1 |
| 20190355384 | Sereshki et al. | Nov 2019 | A1 |
| 20190361729 | Gruber et al. | Nov 2019 | A1 |
| 20190369748 | Hindi et al. | Dec 2019 | A1 |
| 20190369842 | Dolbakian et al. | Dec 2019 | A1 |
| 20190370292 | Irani et al. | Dec 2019 | A1 |
| 20190370323 | Davidson et al. | Dec 2019 | A1 |
| 20190371315 | Newendorp et al. | Dec 2019 | A1 |
| 20190371316 | Weinstein et al. | Dec 2019 | A1 |
| 20190371317 | Irani et al. | Dec 2019 | A1 |
| 20190371331 | Schramm et al. | Dec 2019 | A1 |
| 20190372902 | Piersol | Dec 2019 | A1 |
| 20190373102 | Weinstein et al. | Dec 2019 | A1 |
| 20190385418 | Mixter et al. | Dec 2019 | A1 |
| 20200019609 | Yu et al. | Jan 2020 | A1 |
| 20200042334 | Radebaugh et al. | Feb 2020 | A1 |
| 20200043482 | Gruber et al. | Feb 2020 | A1 |
| 20200043489 | Bradley et al. | Feb 2020 | A1 |
| 20200044485 | Smith et al. | Feb 2020 | A1 |
| 20200053218 | Gray | Feb 2020 | A1 |
| 20200058299 | Lee et al. | Feb 2020 | A1 |
| 20200075018 | Chen | Mar 2020 | A1 |
| 20200076538 | Soultan et al. | Mar 2020 | A1 |
| 20200091958 | Curtis et al. | Mar 2020 | A1 |
| 20200092625 | Raffle | Mar 2020 | A1 |
| 20200098362 | Piernot et al. | Mar 2020 | A1 |
| 20200098368 | Lemay et al. | Mar 2020 | A1 |
| 20200104357 | Bellegarda et al. | Apr 2020 | A1 |
| 20200104362 | Yang et al. | Apr 2020 | A1 |
| 20200104369 | Bellegarda | Apr 2020 | A1 |
| 20200104668 | Sanghavi et al. | Apr 2020 | A1 |
| 20200105260 | Piernot et al. | Apr 2020 | A1 |
| 20200118566 | Zhou | Apr 2020 | A1 |
| 20200118568 | Kudurshian et al. | Apr 2020 | A1 |
| 20200125820 | Kim et al. | Apr 2020 | A1 |
| 20200127988 | Bradley et al. | Apr 2020 | A1 |
| 20200135180 | Mukherjee et al. | Apr 2020 | A1 |
| 20200135209 | Delfarah et al. | Apr 2020 | A1 |
| 20200137230 | Spohrer | Apr 2020 | A1 |
| 20200143812 | Walker, II et al. | May 2020 | A1 |
| 20200152186 | Koh et al. | May 2020 | A1 |
| 20200159579 | Shear et al. | May 2020 | A1 |
| 20200160179 | Chien et al. | May 2020 | A1 |
| 20200169637 | Sanghavi et al. | May 2020 | A1 |
| 20200175566 | Bender et al. | Jun 2020 | A1 |
| 20200184964 | Myers et al. | Jun 2020 | A1 |
| 20200184966 | Yavagal | Jun 2020 | A1 |
| 20200193997 | Piernot et al. | Jun 2020 | A1 |
| 20200210142 | Mu et al. | Jul 2020 | A1 |
| 20200221155 | Hansen et al. | Jul 2020 | A1 |
| 20200227034 | Summa et al. | Jul 2020 | A1 |
| 20200227044 | Lindahl | Jul 2020 | A1 |
| 20200243069 | Amores et al. | Jul 2020 | A1 |
| 20200249985 | Zeitlin | Aug 2020 | A1 |
| 20200252508 | Gray | Aug 2020 | A1 |
| 20200258508 | Aggarwal et al. | Aug 2020 | A1 |
| 20200267222 | Phipps et al. | Aug 2020 | A1 |
| 20200272485 | Karashchuk et al. | Aug 2020 | A1 |
| 20200279556 | Gruber et al. | Sep 2020 | A1 |
| 20200279576 | Binder et al. | Sep 2020 | A1 |
| 20200279627 | Nida et al. | Sep 2020 | A1 |
| 20200285327 | Hindi et al. | Sep 2020 | A1 |
| 20200286472 | Newendorp et al. | Sep 2020 | A1 |
| 20200286493 | Orr et al. | Sep 2020 | A1 |
| 20200294494 | Suyama et al. | Sep 2020 | A1 |
| 20200302356 | Gruber et al. | Sep 2020 | A1 |
| 20200302919 | Greborio et al. | Sep 2020 | A1 |
| 20200302925 | Shah et al. | Sep 2020 | A1 |
| 20200302930 | Chen et al. | Sep 2020 | A1 |
| 20200302932 | Schramm et al. | Sep 2020 | A1 |
| 20200304955 | Gross et al. | Sep 2020 | A1 |
| 20200304972 | Gross et al. | Sep 2020 | A1 |
| 20200305084 | Freeman et al. | Sep 2020 | A1 |
| 20200310513 | Nicholson et al. | Oct 2020 | A1 |
| 20200312317 | Kothari et al. | Oct 2020 | A1 |
| 20200314191 | Madhavan et al. | Oct 2020 | A1 |
| 20200319850 | Stasior et al. | Oct 2020 | A1 |
| 20200327895 | Gruber et al. | Oct 2020 | A1 |
| 20200342849 | Yu et al. | Oct 2020 | A1 |
| 20200342863 | Aggarwal et al. | Oct 2020 | A1 |
| 20200356243 | Meyer et al. | Nov 2020 | A1 |
| 20200357391 | Ghoshal et al. | Nov 2020 | A1 |
| 20200357406 | York et al. | Nov 2020 | A1 |
| 20200357409 | Sun et al. | Nov 2020 | A1 |
| 20200364411 | Evermann | Nov 2020 | A1 |
| 20200365155 | Milden | Nov 2020 | A1 |
| 20200372904 | Vescovi et al. | Nov 2020 | A1 |
| 20200374243 | Jina et al. | Nov 2020 | A1 |
| 20200379610 | Ford et al. | Dec 2020 | A1 |
| 20200379640 | Bellegarda et al. | Dec 2020 | A1 |
| 20200379726 | Blatz et al. | Dec 2020 | A1 |
| 20200379727 | Blatz et al. | Dec 2020 | A1 |
| 20200379728 | Gada et al. | Dec 2020 | A1 |
| 20200380389 | Eldeeb et al. | Dec 2020 | A1 |
| 20200380956 | Rossi et al. | Dec 2020 | A1 |
| 20200380963 | Chappidi et al. | Dec 2020 | A1 |
| 20200380966 | Acero et al. | Dec 2020 | A1 |
| 20200380973 | Novitchenko et al. | Dec 2020 | A1 |
| 20200380980 | Shum et al. | Dec 2020 | A1 |
| 20200380985 | Gada et al. | Dec 2020 | A1 |
| 20200382616 | Vaishampayan et al. | Dec 2020 | A1 |
| 20200382635 | Vora et al. | Dec 2020 | A1 |
| 20210006943 | Gross et al. | Jan 2021 | A1 |
| 20210011557 | Lemay et al. | Jan 2021 | A1 |
| 20210012775 | Kang et al. | Jan 2021 | A1 |
| 20210012776 | Peterson et al. | Jan 2021 | A1 |
| 20210065698 | Topcu et al. | Mar 2021 | A1 |
| 20210067631 | Van Os et al. | Mar 2021 | A1 |
| 20210072953 | Amarilio et al. | Mar 2021 | A1 |
| 20210090314 | Hussen et al. | Mar 2021 | A1 |
| 20210097998 | Kim et al. | Apr 2021 | A1 |
| 20210105528 | Van Os et al. | Apr 2021 | A1 |
| 20210110106 | Vescovi et al. | Apr 2021 | A1 |
| 20210141839 | Tang et al. | May 2021 | A1 |
| 20210149629 | Martel et al. | May 2021 | A1 |
| 20210149996 | Bellegarda | May 2021 | A1 |
| 20210151041 | Gruber et al. | May 2021 | A1 |
| 20210151070 | Binder et al. | May 2021 | A1 |
| 20210152684 | Weinstein et al. | May 2021 | A1 |
| 20210165826 | Graham et al. | Jun 2021 | A1 |
| 20210191603 | Napolitano et al. | Jun 2021 | A1 |
| 20210191968 | Orr et al. | Jun 2021 | A1 |
| Number | Date | Country |
|---|---|---|
| 2014100581 | Sep 2014 | AU |
| 2015203483 | Jul 2015 | AU |
| 2015101171 | Oct 2015 | AU |
| 2018100187 | Mar 2018 | AU |
| 2017222436 | Oct 2018 | AU |
| 2792412 | Jul 2011 | CA |
| 2666438 | Jun 2013 | CA |
| 709795 | Dec 2015 | CH |
| 1491382 | Apr 2004 | CN |
| 101771564 | Jul 2010 | CN |
| 101939740 | Jan 2011 | CN |
| 101951553 | Jan 2011 | CN |
| 101958958 | Jan 2011 | CN |
| 101971250 | Feb 2011 | CN |
| 101983501 | Mar 2011 | CN |
| 101992779 | Mar 2011 | CN |
| 102056026 | May 2011 | CN |
| 102074234 | May 2011 | CN |
| 102096717 | Jun 2011 | CN |
| 102122506 | Jul 2011 | CN |
| 102124515 | Jul 2011 | CN |
| 102137085 | Jul 2011 | CN |
| 102137193 | Jul 2011 | CN |
| 102160043 | Aug 2011 | CN |
| 102201235 | Sep 2011 | CN |
| 102214187 | Oct 2011 | CN |
| 102237088 | Nov 2011 | CN |
| 102246136 | Nov 2011 | CN |
| 202035047 | Nov 2011 | CN |
| 102282609 | Dec 2011 | CN |
| 202092650 | Dec 2011 | CN |
| 102340590 | Feb 2012 | CN |
| 102346557 | Feb 2012 | CN |
| 102368256 | Mar 2012 | CN |
| 102402985 | Apr 2012 | CN |
| 102405463 | Apr 2012 | CN |
| 102449438 | May 2012 | CN |
| 102498457 | Jun 2012 | CN |
| 102510426 | Jun 2012 | CN |
| 102520789 | Jun 2012 | CN |
| 101661754 | Jul 2012 | CN |
| 102629246 | Aug 2012 | CN |
| 102651217 | Aug 2012 | CN |
| 102663016 | Sep 2012 | CN |
| 102681896 | Sep 2012 | CN |
| 102682769 | Sep 2012 | CN |
| 102682771 | Sep 2012 | CN |
| 102685295 | Sep 2012 | CN |
| 102693725 | Sep 2012 | CN |
| 102694909 | Sep 2012 | CN |
| 202453859 | Sep 2012 | CN |
| 102722478 | Oct 2012 | CN |
| 102737104 | Oct 2012 | CN |
| 102750087 | Oct 2012 | CN |
| 102792320 | Nov 2012 | CN |
| 102801853 | Nov 2012 | CN |
| 102820033 | Dec 2012 | CN |
| 102844738 | Dec 2012 | CN |
| 102866828 | Jan 2013 | CN |
| 102870065 | Jan 2013 | CN |
| 102882752 | Jan 2013 | CN |
| 102890936 | Jan 2013 | CN |
| 102915731 | Feb 2013 | CN |
| 102917004 | Feb 2013 | CN |
| 102917271 | Feb 2013 | CN |
| 102918493 | Feb 2013 | CN |
| 102955652 | Mar 2013 | CN |
| 103035240 | Apr 2013 | CN |
| 103035251 | Apr 2013 | CN |
| 103038728 | Apr 2013 | CN |
| 103064956 | Apr 2013 | CN |
| 103093334 | May 2013 | CN |
| 103135916 | Jun 2013 | CN |
| 103198831 | Jul 2013 | CN |
| 103209369 | Jul 2013 | CN |
| 103226949 | Jul 2013 | CN |
| 103236260 | Aug 2013 | CN |
| 103246638 | Aug 2013 | CN |
| 103268315 | Aug 2013 | CN |
| 103280218 | Sep 2013 | CN |
| 103292437 | Sep 2013 | CN |
| 103327063 | Sep 2013 | CN |
| 103365279 | Oct 2013 | CN |
| 103366741 | Oct 2013 | CN |
| 203249629 | Oct 2013 | CN |
| 103390016 | Nov 2013 | CN |
| 103412789 | Nov 2013 | CN |
| 103414949 | Nov 2013 | CN |
| 103426428 | Dec 2013 | CN |
| 103455234 | Dec 2013 | CN |
| 103456306 | Dec 2013 | CN |
| 103475551 | Dec 2013 | CN |
| 103477592 | Dec 2013 | CN |
| 103533143 | Jan 2014 | CN |
| 103533154 | Jan 2014 | CN |
| 103543902 | Jan 2014 | CN |
| 103562863 | Feb 2014 | CN |
| 103582896 | Feb 2014 | CN |
| 103608859 | Feb 2014 | CN |
| 103645876 | Mar 2014 | CN |
| 103677261 | Mar 2014 | CN |
| 103714816 | Apr 2014 | CN |
| 103716454 | Apr 2014 | CN |
| 103727948 | Apr 2014 | CN |
| 103744761 | Apr 2014 | CN |
| 103760984 | Apr 2014 | CN |
| 103765385 | Apr 2014 | CN |
| 103792985 | May 2014 | CN |
| 103794212 | May 2014 | CN |
| 103795850 | May 2014 | CN |
| 103809548 | May 2014 | CN |
| 103841268 | Jun 2014 | CN |
| 103885663 | Jun 2014 | CN |
| 103902373 | Jul 2014 | CN |
| 103930945 | Jul 2014 | CN |
| 103959751 | Jul 2014 | CN |
| 203721183 | Jul 2014 | CN |
| 103971680 | Aug 2014 | CN |
| 104007832 | Aug 2014 | CN |
| 104036774 | Sep 2014 | CN |
| 104038621 | Sep 2014 | CN |
| 104050153 | Sep 2014 | CN |
| 104090652 | Oct 2014 | CN |
| 104113471 | Oct 2014 | CN |
| 104125322 | Oct 2014 | CN |
| 104144377 | Nov 2014 | CN |
| 104145304 | Nov 2014 | CN |
| 104169837 | Nov 2014 | CN |
| 104180815 | Dec 2014 | CN |
| 104243699 | Dec 2014 | CN |
| 104281259 | Jan 2015 | CN |
| 104281390 | Jan 2015 | CN |
| 104284257 | Jan 2015 | CN |
| 104335207 | Feb 2015 | CN |
| 104335234 | Feb 2015 | CN |
| 104350454 | Feb 2015 | CN |
| 104360990 | Feb 2015 | CN |
| 104374399 | Feb 2015 | CN |
| 104423625 | Mar 2015 | CN |
| 104423780 | Mar 2015 | CN |
| 104427104 | Mar 2015 | CN |
| 104463552 | Mar 2015 | CN |
| 104464733 | Mar 2015 | CN |
| 104487929 | Apr 2015 | CN |
| 104516522 | Apr 2015 | CN |
| 104573472 | Apr 2015 | CN |
| 104575493 | Apr 2015 | CN |
| 104575501 | Apr 2015 | CN |
| 104584010 | Apr 2015 | CN |
| 104604274 | May 2015 | CN |
| 104679472 | Jun 2015 | CN |
| 104699746 | Jun 2015 | CN |
| 104769584 | Jul 2015 | CN |
| 104821934 | Aug 2015 | CN |
| 104836909 | Aug 2015 | CN |
| 104854583 | Aug 2015 | CN |
| 104867492 | Aug 2015 | CN |
| 104869342 | Aug 2015 | CN |
| 104951077 | Sep 2015 | CN |
| 104967748 | Oct 2015 | CN |
| 104969289 | Oct 2015 | CN |
| 104978963 | Oct 2015 | CN |
| 105025051 | Nov 2015 | CN |
| 105027197 | Nov 2015 | CN |
| 105093526 | Nov 2015 | CN |
| 105100356 | Nov 2015 | CN |
| 105164719 | Dec 2015 | CN |
| 105190607 | Dec 2015 | CN |
| 105247511 | Jan 2016 | CN |
| 105247551 | Jan 2016 | CN |
| 105264524 | Jan 2016 | CN |
| 105278681 | Jan 2016 | CN |
| 105320251 | Feb 2016 | CN |
| 105320726 | Feb 2016 | CN |
| 105379234 | Mar 2016 | CN |
| 105430186 | Mar 2016 | CN |
| 105471705 | Apr 2016 | CN |
| 105472587 | Apr 2016 | CN |
| 105556592 | May 2016 | CN |
| 105808200 | Jul 2016 | CN |
| 105830048 | Aug 2016 | CN |
| 105869641 | Aug 2016 | CN |
| 105917311 | Aug 2016 | CN |
| 106030699 | Oct 2016 | CN |
| 106062734 | Oct 2016 | CN |
| 106415412 | Feb 2017 | CN |
| 106462383 | Feb 2017 | CN |
| 106463114 | Feb 2017 | CN |
| 106465074 | Feb 2017 | CN |
| 106534469 | Mar 2017 | CN |
| 106773742 | May 2017 | CN |
| 106776581 | May 2017 | CN |
| 107004412 | Aug 2017 | CN |
| 107450800 | Dec 2017 | CN |
| 107480161 | Dec 2017 | CN |
| 107491285 | Dec 2017 | CN |
| 107491468 | Dec 2017 | CN |
| 107545262 | Jan 2018 | CN |
| 107608998 | Jan 2018 | CN |
| 107615378 | Jan 2018 | CN |
| 107623616 | Jan 2018 | CN |
| 107786730 | Mar 2018 | CN |
| 107852436 | Mar 2018 | CN |
| 107871500 | Apr 2018 | CN |
| 107919123 | Apr 2018 | CN |
| 107924313 | Apr 2018 | CN |
| 107978313 | May 2018 | CN |
| 108647681 | Oct 2018 | CN |
| 109447234 | Mar 2019 | CN |
| 109657629 | Apr 2019 | CN |
| 110135411 | Aug 2019 | CN |
| 105164719 | Nov 2019 | CN |
| 110531860 | Dec 2019 | CN |
| 110598671 | Dec 2019 | CN |
| 110647274 | Jan 2020 | CN |
| 110825469 | Feb 2020 | CN |
| 111316203 | Jun 2020 | CN |
| 20201600822 6 | May 2017 | DE |
| 2309491 | Apr 2011 | EP |
| 2329348 | Jun 2011 | EP |
| 2339576 | Jun 2011 | EP |
| 2355093 | Aug 2011 | EP |
| 2393056 | Dec 2011 | EP |
| 2400373 | Dec 2011 | EP |
| 2431842 | Mar 2012 | EP |
| 2523109 | Nov 2012 | EP |
| 2523188 | Nov 2012 | EP |
| 2551784 | Jan 2013 | EP |
| 2555536 | Feb 2013 | EP |
| 2575128 | Apr 2013 | EP |
| 2632129 | Aug 2013 | EP |
| 2639792 | Sep 2013 | EP |
| 2669889 | Dec 2013 | EP |
| 2672229 | Dec 2013 | EP |
| 2672231 | Dec 2013 | EP |
| 2675147 | Dec 2013 | EP |
| 2680257 | Jan 2014 | EP |
| 2683147 | Jan 2014 | EP |
| 2683175 | Jan 2014 | EP |
| 2672231 | Apr 2014 | EP |
| 2717259 | Apr 2014 | EP |
| 2725577 | Apr 2014 | EP |
| 2733598 | May 2014 | EP |
| 2733896 | May 2014 | EP |
| 2743846 | Jun 2014 | EP |
| 2760015 | Jul 2014 | EP |
| 2779160 | Sep 2014 | EP |
| 2781883 | Sep 2014 | EP |
| 2787683 | Oct 2014 | EP |
| 2801890 | Nov 2014 | EP |
| 2801972 | Nov 2014 | EP |
| 2801974 | Nov 2014 | EP |
| 2824564 | Jan 2015 | EP |
| 2849177 | Mar 2015 | EP |
| 2879402 | Jun 2015 | EP |
| 2881939 | Jun 2015 | EP |
| 2891049 | Jul 2015 | EP |
| 2930715 | Oct 2015 | EP |
| 2938022 | Oct 2015 | EP |
| 2940556 | Nov 2015 | EP |
| 2947859 | Nov 2015 | EP |
| 2950307 | Dec 2015 | EP |
| 2957986 | Dec 2015 | EP |
| 2973380 | Jan 2016 | EP |
| 2985984 | Feb 2016 | EP |
| 2891049 | Mar 2016 | EP |
| 3032532 | Jun 2016 | EP |
| 3035329 | Jun 2016 | EP |
| 3038333 | Jun 2016 | EP |
| 3115905 | Jan 2017 | EP |
| 3125097 | Feb 2017 | EP |
| 2672231 | May 2017 | EP |
| 3161612 | May 2017 | EP |
| 3224708 | Oct 2017 | EP |
| 3246916 | Nov 2017 | EP |
| 3300074 | Mar 2018 | EP |
| 2973380 | Aug 2018 | EP |
| 2983065 | Aug 2018 | EP |
| 3392876 | Oct 2018 | EP |
| 3401773 | Nov 2018 | EP |
| 2973002 | Jun 2019 | EP |
| 3506151 | Jul 2019 | EP |
| 3323058 | Feb 2020 | EP |
| 2011MU01369 | Jul 2011 | IN |
| 2011MU01537 | Jul 2011 | IN |
| 2011MU01120 | Aug 2011 | IN |
| 2011MU01174 | Aug 2011 | IN |
| 2011MU00868 | Sep 2011 | IN |
| 2011MU03716 | Feb 2012 | IN |
| 2012MU01227 | Jun 2012 | IN |
| 64-10317 | Jan 1989 | JP |
| 2006-188098 | Jul 2006 | JP |
| 2010-146347 | Jul 2010 | JP |
| 2010-205111 | Sep 2010 | JP |
| 2011-33874 | Feb 2011 | JP |
| 2011-41026 | Feb 2011 | JP |
| 2011-45005 | Mar 2011 | JP |
| 2011-59659 | Mar 2011 | JP |
| 2011-81541 | Apr 2011 | JP |
| 2011-525045 | Sep 2011 | JP |
| 2011-237621 | Nov 2011 | JP |
| 2011-238022 | Nov 2011 | JP |
| 2011-250027 | Dec 2011 | JP |
| 2012-14394 | Jan 2012 | JP |
| 2012-502377 | Jan 2012 | JP |
| 2012-22478 | Feb 2012 | JP |
| 2012-33997 | Feb 2012 | JP |
| 2012-37619 | Feb 2012 | JP |
| 2012-63536 | Mar 2012 | JP |
| 2012-508530 | Apr 2012 | JP |
| 2012-89020 | May 2012 | JP |
| 2012-116442 | Jun 2012 | JP |
| 2012-142744 | Jul 2012 | JP |
| 2012-147063 | Aug 2012 | JP |
| 2012-150804 | Aug 2012 | JP |
| 2012-518847 | Aug 2012 | JP |
| 2012-211932 | Nov 2012 | JP |
| 2013-37688 | Feb 2013 | JP |
| 2013-46171 | Mar 2013 | JP |
| 2013-511214 | Mar 2013 | JP |
| 2013-65284 | Apr 2013 | JP |
| 2013-73240 | Apr 2013 | JP |
| 2013-513315 | Apr 2013 | JP |
| 2013-80476 | May 2013 | JP |
| 2013-517566 | May 2013 | JP |
| 2013-134430 | Jul 2013 | JP |
| 2013-134729 | Jul 2013 | JP |
| 2013-140520 | Jul 2013 | JP |
| 2013-527947 | Jul 2013 | JP |
| 2013-528012 | Jul 2013 | JP |
| 2013-148419 | Aug 2013 | JP |
| 2013-156349 | Aug 2013 | JP |
| 2013-200423 | Oct 2013 | JP |
| 2013-205999 | Oct 2013 | JP |
| 2013-238936 | Nov 2013 | JP |
| 2013-257694 | Dec 2013 | JP |
| 2013-258600 | Dec 2013 | JP |
| 2014-2586 | Jan 2014 | JP |
| 2014-10688 | Jan 2014 | JP |
| 2014-502445 | Jan 2014 | JP |
| 2014-26629 | Feb 2014 | JP |
| 2014-45449 | Mar 2014 | JP |
| 2014-507903 | Mar 2014 | JP |
| 2014-60600 | Apr 2014 | JP |
| 2014-72586 | Apr 2014 | JP |
| 2014-77969 | May 2014 | JP |
| 2014-89711 | May 2014 | JP |
| 2014-109889 | Jun 2014 | JP |
| 2014-124332 | Jul 2014 | JP |
| 2014-126600 | Jul 2014 | JP |
| 2014-140121 | Jul 2014 | JP |
| 2014-518409 | Jul 2014 | JP |
| 2014-142566 | Aug 2014 | JP |
| 2014-145842 | Aug 2014 | JP |
| 2014-146940 | Aug 2014 | JP |
| 2014-150323 | Aug 2014 | JP |
| 2014-519648 | Aug 2014 | JP |
| 2014-191272 | Oct 2014 | JP |
| 2014-219614 | Nov 2014 | JP |
| 2014-222514 | Nov 2014 | JP |
| 2015-4928 | Jan 2015 | JP |
| 2015-8001 | Jan 2015 | JP |
| 2015-12301 | Jan 2015 | JP |
| 2015-18365 | Jan 2015 | JP |
| 2015-501022 | Jan 2015 | JP |
| 2015-504619 | Feb 2015 | JP |
| 2015-41845 | Mar 2015 | JP |
| 2015-52500 | Mar 2015 | JP |
| 2015-60423 | Mar 2015 | JP |
| 2015-81971 | Apr 2015 | JP |
| 2015-83938 | Apr 2015 | JP |
| 2015-94848 | May 2015 | JP |
| 2015-514254 | May 2015 | JP |
| 2015-519675 | Jul 2015 | JP |
| 2015-524974 | Aug 2015 | JP |
| 2015-526776 | Sep 2015 | JP |
| 2015-527683 | Sep 2015 | JP |
| 2015-528140 | Sep 2015 | JP |
| 2015-528918 | Oct 2015 | JP |
| 2015-531909 | Nov 2015 | JP |
| 2016-504651 | Feb 2016 | JP |
| 2016-508007 | Mar 2016 | JP |
| 2016-71247 | May 2016 | JP |
| 2016-119615 | Jun 2016 | JP |
| 2016-151928 | Aug 2016 | JP |
| 2016-524193 | Aug 2016 | JP |
| 2016-536648 | Nov 2016 | JP |
| 2017-19331 | Jan 2017 | JP |
| 2017-516153 | Jun 2017 | JP |
| 2017-123187 | Jul 2017 | JP |
| 2017-537361 | Dec 2017 | JP |
| 6291147 | Feb 2018 | JP |
| 2018-101242 | Jun 2018 | JP |
| 2018-113035 | Jul 2018 | JP |
| 2018-525950 | Sep 2018 | JP |
| 10-2011-0005937 | Jan 2011 | KR |
| 10-2011-0013625 | Feb 2011 | KR |
| 10-2011-0043644 | Apr 2011 | KR |
| 10-1032792 | May 2011 | KR |
| 10-2011-0068490 | Jun 2011 | KR |
| 10-2011-0072847 | Jun 2011 | KR |
| 10-2011-0086492 | Jul 2011 | KR |
| 10-2011-0100620 | Sep 2011 | KR |
| 10-2011-0113414 | Oct 2011 | KR |
| 10-2011-0115134 | Oct 2011 | KR |
| 10-2012-0020164 | Mar 2012 | KR |
| 10-2012-0031722 | Apr 2012 | KR |
| 10-2012-0066523 | Jun 2012 | KR |
| 10-2012-0082371 | Jul 2012 | KR |
| 10-2012-0084472 | Jul 2012 | KR |
| 10-1178310 | Aug 2012 | KR |
| 10-2012-0120316 | Nov 2012 | KR |
| 10-2012-0137424 | Dec 2012 | KR |
| 10-2012-0137435 | Dec 2012 | KR |
| 10-2012-0137440 | Dec 2012 | KR |
| 10-2012-0138826 | Dec 2012 | KR |
| 10-2012-0139827 | Dec 2012 | KR |
| 10-1193668 | Dec 2012 | KR |
| 10-2013-0035983 | Apr 2013 | KR |
| 10-2013-0090947 | Aug 2013 | KR |
| 10-2013-0108563 | Oct 2013 | KR |
| 10-1334342 | Nov 2013 | KR |
| 10-2013-0131252 | Dec 2013 | KR |
| 10-2013-0133629 | Dec 2013 | KR |
| 10-2014-0024271 | Feb 2014 | KR |
| 10-2014-0031283 | Mar 2014 | KR |
| 10-2014-0033574 | Mar 2014 | KR |
| 10-2014-0042994 | Apr 2014 | KR |
| 10-2014-0055204 | May 2014 | KR |
| 10-2014-0059697 | May 2014 | KR |
| 10-2014-0068752 | Jun 2014 | KR |
| 10-2014-0088449 | Jul 2014 | KR |
| 10-2014-0106715 | Sep 2014 | KR |
| 10-2014-0147557 | Dec 2014 | KR |
| 10-2015-0013631 | Feb 2015 | KR |
| 10-1506510 | Mar 2015 | KR |
| 10-2015-0038375 | Apr 2015 | KR |
| 10-2015-0039380 | Apr 2015 | KR |
| 10-2015-0041974 | Apr 2015 | KR |
| 10-2015-0043512 | Apr 2015 | KR |
| 10-2015-0062811 | Jun 2015 | KR |
| 10-2015-0095624 | Aug 2015 | KR |
| 10-1555742 | Sep 2015 | KR |
| 10-2015-0113127 | Oct 2015 | KR |
| 10-2015-0138109 | Dec 2015 | KR |
| 10-2016-0004351 | Jan 2016 | KR |
| 10-2016-0010523 | Jan 2016 | KR |
| 10-2016-0040279 | Apr 2016 | KR |
| 10-2016-0055839 | May 2016 | KR |
| 10-2016-0065503 | Jun 2016 | KR |
| 10-2016-0101198 | Aug 2016 | KR |
| 10-2016-0105847 | Sep 2016 | KR |
| 10-2016-0121585 | Oct 2016 | KR |
| 10-2016-0140694 | Dec 2016 | KR |
| 10-2017-0036805 | Apr 2017 | KR |
| 10-2017-0107058 | Sep 2017 | KR |
| 10-1776673 | Sep 2017 | KR |
| 10-2018-0032632 | Mar 2018 | KR |
| 10-2018-0034637 | Apr 2018 | KR |
| 10-1959328 | Mar 2019 | KR |
| 10-2020-0105519 | Sep 2020 | KR |
| 201110108 | Mar 2011 | TW |
| 201142823 | Dec 2011 | TW |
| 201227715 | Jul 2012 | TW |
| 201245989 | Nov 2012 | TW |
| 201312548 | Mar 2013 | TW |
| 201407184 | Feb 2014 | TW |
| 201610982 | Mar 2016 | TW |
| 201629750 | Aug 2016 | TW |
| 2004003765 | Jan 2004 | WO |
| 2009156978 | Dec 2009 | WO |
| 2010054373 | May 2010 | WO |
| 2010109358 | Sep 2010 | WO |
| 2011028842 | Mar 2011 | WO |
| 2011057346 | May 2011 | WO |
| 2011060106 | May 2011 | WO |
| 2011082521 | Jul 2011 | WO |
| 2011088053 | Jul 2011 | WO |
| 2011093025 | Aug 2011 | WO |
| 2011100142 | Aug 2011 | WO |
| 2011116309 | Sep 2011 | WO |
| 2011123122 | Oct 2011 | WO |
| 2011133543 | Oct 2011 | WO |
| 2011133573 | Oct 2011 | WO |
| 2011097309 | Dec 2011 | WO |
| 2011150730 | Dec 2011 | WO |
| 2011163350 | Dec 2011 | WO |
| 2011088053 | Jan 2012 | WO |
| 2012008434 | Jan 2012 | WO |
| 2012019020 | Feb 2012 | WO |
| 2012019637 | Feb 2012 | WO |
| 2012063260 | May 2012 | WO |
| 2012092562 | Jul 2012 | WO |
| 2012112331 | Aug 2012 | WO |
| 2012129231 | Sep 2012 | WO |
| 2012063260 | Oct 2012 | WO |
| 2012135157 | Oct 2012 | WO |
| 2012154317 | Nov 2012 | WO |
| 2012154748 | Nov 2012 | WO |
| 2012155079 | Nov 2012 | WO |
| 2012160567 | Nov 2012 | WO |
| 2012167168 | Dec 2012 | WO |
| 2012173902 | Dec 2012 | WO |
| 2013009578 | Jan 2013 | WO |
| 2013022135 | Feb 2013 | WO |
| 2013022223 | Feb 2013 | WO |
| 2013048880 | Apr 2013 | WO |
| 2013049358 | Apr 2013 | WO |
| 2013057153 | Apr 2013 | WO |
| 2013101489 | Jul 2013 | WO |
| 2013118988 | Aug 2013 | WO |
| 2013122310 | Aug 2013 | WO |
| 2013128999 | Sep 2013 | WO |
| 2013133533 | Sep 2013 | WO |
| 2013137660 | Sep 2013 | WO |
| 2013163113 | Oct 2013 | WO |
| 2013163857 | Nov 2013 | WO |
| 2013169842 | Nov 2013 | WO |
| 2013173504 | Nov 2013 | WO |
| 2013173511 | Nov 2013 | WO |
| 2013176847 | Nov 2013 | WO |
| 2013184953 | Dec 2013 | WO |
| 2013184990 | Dec 2013 | WO |
| 2014003138 | Jan 2014 | WO |
| 2014004544 | Jan 2014 | WO |
| 2014021967 | Feb 2014 | WO |
| 2014022148 | Feb 2014 | WO |
| 2014028735 | Feb 2014 | WO |
| 2014028797 | Feb 2014 | WO |
| 2014031505 | Feb 2014 | WO |
| 2014032461 | Mar 2014 | WO |
| 2014046475 | Mar 2014 | WO |
| 2014047047 | Mar 2014 | WO |
| 2014048855 | Apr 2014 | WO |
| 2014066352 | May 2014 | WO |
| 2014070872 | May 2014 | WO |
| 2014078965 | May 2014 | WO |
| 2014093339 | Jun 2014 | WO |
| 2014096506 | Jun 2014 | WO |
| 2014124332 | Aug 2014 | WO |
| 2014137074 | Sep 2014 | WO |
| 2014138604 | Sep 2014 | WO |
| 2014143959 | Sep 2014 | WO |
| 2014144395 | Sep 2014 | WO |
| 2014144579 | Sep 2014 | WO |
| 2014144949 | Sep 2014 | WO |
| 2014151153 | Sep 2014 | WO |
| 2014124332 | Oct 2014 | WO |
| 2014159578 | Oct 2014 | WO |
| 2014159581 | Oct 2014 | WO |
| 2014162570 | Oct 2014 | WO |
| 2014169269 | Oct 2014 | WO |
| 2014173189 | Oct 2014 | WO |
| 2013173504 | Dec 2014 | WO |
| 2014197336 | Dec 2014 | WO |
| 2014197635 | Dec 2014 | WO |
| 2014197730 | Dec 2014 | WO |
| 2014200728 | Dec 2014 | WO |
| 2014204659 | Dec 2014 | WO |
| 2014210392 | Dec 2014 | WO |
| 2015018440 | Feb 2015 | WO |
| 2015020942 | Feb 2015 | WO |
| 2015029379 | Mar 2015 | WO |
| 2015030796 | Mar 2015 | WO |
| 2015036817 | Mar 2015 | WO |
| 2015041882 | Mar 2015 | WO |
| 2015041892 | Mar 2015 | WO |
| 2015047932 | Apr 2015 | WO |
| 2015053485 | Apr 2015 | WO |
| 2015080530 | Jun 2015 | WO |
| 2015084659 | Jun 2015 | WO |
| 2015092943 | Jun 2015 | WO |
| 2015094169 | Jun 2015 | WO |
| 2015094369 | Jun 2015 | WO |
| 2015098306 | Jul 2015 | WO |
| 2015099939 | Jul 2015 | WO |
| 2015112625 | Jul 2015 | WO |
| 2015116151 | Aug 2015 | WO |
| 2015151133 | Oct 2015 | WO |
| 2015153310 | Oct 2015 | WO |
| 2015157013 | Oct 2015 | WO |
| 2015183401 | Dec 2015 | WO |
| 2015183699 | Dec 2015 | WO |
| 2015184186 | Dec 2015 | WO |
| 2015184387 | Dec 2015 | WO |
| 2015200207 | Dec 2015 | WO |
| 2016027933 | Feb 2016 | WO |
| 2016028946 | Feb 2016 | WO |
| 2016033257 | Mar 2016 | WO |
| 2016039992 | Mar 2016 | WO |
| 2016052164 | Apr 2016 | WO |
| 2016054230 | Apr 2016 | WO |
| 2016057268 | Apr 2016 | WO |
| 2016075081 | May 2016 | WO |
| 2016085775 | Jun 2016 | WO |
| 2016085776 | Jun 2016 | WO |
| 2016089029 | Jun 2016 | WO |
| 2016100139 | Jun 2016 | WO |
| 2016111881 | Jul 2016 | WO |
| 2016144840 | Sep 2016 | WO |
| 2016144982 | Sep 2016 | WO |
| 2016144983 | Sep 2016 | WO |
| 2016175354 | Nov 2016 | WO |
| 2016187149 | Nov 2016 | WO |
| 2016190950 | Dec 2016 | WO |
| 2016209444 | Dec 2016 | WO |
| 2016209924 | Dec 2016 | WO |
| 2017044160 | Mar 2017 | WO |
| 2017044257 | Mar 2017 | WO |
| 2017044260 | Mar 2017 | WO |
| 2017044629 | Mar 2017 | WO |
| 2017053311 | Mar 2017 | WO |
| 2017058293 | Apr 2017 | WO |
| 2017059388 | Apr 2017 | WO |
| 2017071420 | May 2017 | WO |
| 2017142116 | Aug 2017 | WO |
| 2017160487 | Sep 2017 | WO |
| 2017213678 | Dec 2017 | WO |
| 2017213682 | Dec 2017 | WO |
| 2017218194 | Dec 2017 | WO |
| 2018009397 | Jan 2018 | WO |
| 2018044633 | Mar 2018 | WO |
| 2018067528 | Apr 2018 | WO |
| 2018213401 | Nov 2018 | WO |
| 2018213415 | Nov 2018 | WO |
| 2019067930 | Apr 2019 | WO |
| 2019078576 | Apr 2019 | WO |
| 2019079017 | Apr 2019 | WO |
| 2019143397 | Jul 2019 | WO |
| 2019147429 | Aug 2019 | WO |
| 2019236217 | Dec 2019 | WO |
| 2020010530 | Jan 2020 | WO |
| Entry |
|---|
| Aaaaplay, “Sony Media Remote for IOS and Android”, Online available at: <https://www.youtube.com/watch?v=W8QoeQhlGok>, Feb. 4, 2012, 3 pages. |
| Alsharif et al., “Long Short-Term Memory Neural Network for Keyboard Gesture Decoding”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, Sep. 2015, 5 pages. |
| Apple Differential Privacy Team, “Learning with Privacy at Scale”, Apple Machine Learning Blog, vol. 1, No. 8, Online available at: <https://machinelearning.apple.com/2017/12/06/learning-with-privacy-at-scale.html>, Dec. 2017, 9 pages. |
| Android Authority, “How to use Tasker: A Beginner's Guide”, Online available at: <https://youtube.com/watch?v= rDpdS_YWzFc>, May 1, 2013, 1 page. |
| Automate Your Life, “How to Setup Google Home Routines—A Google Home Routines Walkthrough”, Online Available at: <https://www.youtube.com/watch?v=pXokZHP9kZg>, Aug. 12, 2018, 1 page. |
| Bell, Jason, “Machine Learning Hands-On for Developers and Technical Professionals”, Wiley, 2014, 82 pages. |
| Bellegarda, Jeromer, “Chapter 1: Spoken Language Understanding for Natural Interaction: The Siri Experience”, Natural Interaction with Robots, Knowbots and Smartphones, 2014, pp. 3-14. |
| Bellegarda, Jeromer, “Spoken Language Understanding for Natural Interaction: The Siri Experience”, Slideshow retrieved from: <https://www.uni-ulm.de/fileadmin/website_uni_ulm/iui.iwsds2012/files/Bellegarda.pdf>, International Workshop on Spoken Dialog Systems (IWSDS), May 2012, pp. 1-43. |
| Beointegration.com, “BeoLink Gateway- Programming Example”, Online Available at: <https:/ /www.youtube.com/watch?v=TXDaJFm5UH4>, Mar. 4, 2015, 3 pages. |
| Bodapati et al., “Neural Word Decomposition Models for Abusive Language Detection”, Proceedings of the Third Workshop on Abusive Language Online, Aug. 1, 2019, pp. 135-145. |
| Burgess, Brian, “Amazon Echo Tip: Enable the Wake Up Sound”, Online available at: <https://www.groovypost.com/howto/amazon-echo-tip-enable-wake-up-sound/>, Jun. 30, 2015, 4 pages. |
| Chang et al., “Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks”, Interspeech 2018, Sep. 2-6, 2018, pp. 1586-1590. |
| Chen et al., “A Convolutional Neural Network with Dynamic Correlation Pooling”, 13th International Conference on Computational Intelligence and Security, IEEE, 2017, pp. 496-499. |
| Chen, Yi, “Multimedia Siri Finds and Plays Whatever You Ask For”, PSFK Report, Feb. 9, 2012, pp. 1-9. |
| Chen, Angela, “Amazon's Alexa now handles patient health information”, Available online at: <https://www.theverge.com/2019/4/4/18295260/amazon-hipaa-alexa-echo-patient-health-information-privacy-voice-assistant>, Apr. 4, 2019, 2 pages. |
| Chenghao, Yuan, “MacroDroid”, Online available at: https://www.ifanr.com/weizhizao/612531, Jan. 25, 2016, 7 pages (Official Copy Only). |
| Conneau et al., “Supervised Learning of Universal Sentence Representations from Natural Language Inference Data”, Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark, Sep. 7-11, 2017, pp. 670-680. |
| Coulouris et al., “Distributed Systems: Concepts and Design (Fifth Edition)”, Addison-Wesley, 2012, 391 pages. |
| Czech Lucas, “A System for Recognizing Natural Spelling of English Words”, Diploma Thesis, Karlsruhe Institute of Technology, May 7, 2014, 107 pages. |
| Dai, et al., “Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context”, Online available at: arXiv:1901.02860v3, Jun. 2, 2019, 20 pages. |
| Delcroix et al., “Context Adaptive Deep Neural Networks For Fast Acoustic Model Adaptation”, ICASSP, 2015, pp. 4535-4539. |
| Delcroix et al., “Context Adaptive Neural Network for Rapid Adaptation of Deep CNN Based Acoustic Models”, Interspeech 2016, Sep. 8-12, 2016, pp. 1573-1577. |
| Derrick, Amanda, “How to Set Up Google Home for Multiple Users”, Lifewire, Online available at: -< https://www.lifewire.com/set-up-google-home-multiple-users- 4685691>, Jun. 8, 2020, 9 pages. |
| Dighe et al., “Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks”, in 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jan. 25, 2020, 5 pages. |
| Dihelson, “How Can I Use Voice or Phrases as Triggers to Macrodroid?”, Macrodroid Forums, Online Available at: <https://www.tapatalk.com/groups/macrodroid/how-can-i-use-voice-or-phrases-as-triggers-to-macr-t4845.html>, May 9, 2018, 5 pages. |
| Dwork et al., “The Algorithmic Foundations of Differential Privacy”, Foundations and Trends in Theoretical Computer Science: vol. 9: No. 3-4, 211-407, 2014, 281 pages. |
| Eder et al., “At the Lower End of Language—Exploring the Vulgar and Obscene Side of German”, Proceedings of the Third Workshop on Abusive Language Online, Florence, Italy, Aug. 1, 2019, pp. 119-128. |
| Edim, et al., “A Multi-Agent Based Virtual Personal Assistant for E-Health Service”, Journal of Information Engineering and Applications, vol. 3, No. 11, 2013, 9 pages. |
| Gadget Hacks, “Tasker Too Complicated? Give MacroDroid a Try [How-To]”, Online available at: <https://www.youtube.com/watch?v=8YL9cWCykKc>, May 27, 2016, 1 page. |
| Gasic et al., “Effective Handling of Dialogue State in the Hidden Information State POMDP-based Dialogue Manager”, ACM Transactions on Speech and Language Processing, May 2011, pp. 1-25. |
| Gatys et al., “Image Style Transfer Using Convolutional Neural Networks”, Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, pp. 2414-2423. |
| Ghauth et al., “Text Censoring System for Filtering Malicious Content Using Approximate String Matching and Bayesian Filtering”, Proc. 4th INNS Symposia Series on Computational Intelligence in Information Systems, Bandar Seri Begawan, Brunei, 2015, pp. 149-158. |
| Goodfellow et al., “Generative Adversarial Networks”, Proceedings of the Neural Information Processing Systems, Dec. 2014, 9 pages. |
| Graves, Alex, “Sequence Transduction with Recurrent Neural Networks”, Proceeding of International Conference of Machine Learning (ICML) Representation Learning Workshop, Nov. 14, 2012, 9 pages. |
| Gu et al., “BadNets: Evaluating Backdooring Attacks on Deep Neural Networks”, IEEE Access, vol. 7, Mar. 21, 2019, pp. 47230-47244. |
| Guo et al., “Time-Delayed Bottleneck Highway Networks Using a DFT Feature for Keyword Spotting”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2018, 5 pages. |
| Gupta et al., “I-vector-based Speaker Adaptation Of Deep Neural Networks For French Broadcast Audio Transcription”, ICASSP, 2014, 2014, pp. 6334-6338. |
| Gupta, Naresh, “Inside Bluetooth Low Energy”, Artech House, 2013, 274 pages. |
| Haung et al., “A Study for Improving Device-Directed Speech Detection Toward Frictionless Human-Machine Interaction”, in Proc. Interspeech, 2019, 5 pages. |
| Henderson et al., “Efficient Natural Language Response Suggestion for Smart Reply”, Available Online at: https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/1846e8a466c079eae7e90727e27caf5f98f10e0c.pdf, 2017, 15 pages. |
| Hershey et al., “Deep Clustering: Discriminative Embeddings For Segmentation And Separation”, Proc. ICASSP, Mar. 2016, 6 pages. |
| Hinton et al., “Distilling the Knowledge in A Neural Network”, arXiv preprintarXiv:1503.02531, Mar. 2, 2015, 9 pages. |
| Hutsko et al., “iPhone All-in-One For Dummies”, 3rd Edition, 2013, 98 pages. |
| Idasallinen, “What's The 'Like' Meter Based on?”, Online Available at:—<https://community.spotify.com/t5/Content-Questions/What-s-the-like-meter-based-on/td-p/1209974>, Sep. 22, 2015, 6 pages. |
| Ikeda, Masaru, “beGlobal Seoul 2015 Startup Battle: Talkey”, YouTube Publisher, Online Available at: <https://www.youtube.com/watch?v=4Wkp7sAAldg>, May 14, 2015, 1 page. |
| Internet Services and Social Net, “How to Search for Similar Websites”, Online available at:—<https://www.youtube.com/watch?v=nLf2uirpt5s>, see from 0:17 to 1:06, Jul. 4, 2013, 1 page. |
| “IPhone 6 Smart Guide Full Version for SoftBank”, Gijutsu-Hyohron Co. Ltd., vol. 1, Dec. 1, 2014, 4 pages (Official Copy Only). |
| Isik et al., “Single-Channel Multi-Speaker Separation using Deep Clustering”, Interspeech 2016, Sep. 8-12, 2016, pp. 545-549. |
| Jeon et al., “Voice Trigger Detection from LVCSR Hypothesis Lattices Using Bidirectional Lattice Recurrent Neural Networks”, International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Feb. 29, 2020, 5 pages. |
| Jiangwei606, “[Zhuan] Play “Zhuan” Siri-Siri Function Excavation”, Available online at: https://www.feng.com/post/3255659, Nov. 12, 2011, 30 pages (17 pages of English Translation and 13 pages of Official Copy). |
| Kannan et al., “Smart Reply: Automated Response Suggestion for Email”, Available Online at: https://arxiv.org/pdf/1606.04870.pdf, Jun. 15, 2016, 10 pages. |
| Kastrenakes, Jacob, “Siri's creators will unveil their new AI bot on Monday”, The Verge, Online available at: <https://web.archive.org/web/20160505090418/https://www.theverge.com/2016/5/4/11593564/viv-labs-unveiling-monday-new-ai-from-siri-creators>, May 4, 2016, 3 pages. |
| Kondrat, Tomek, “Automation for Everyone with MacroDroid”, Online available at: https://www.xda-developers.com/automation-for-everyone-with-macrodroid/, Nov. 17, 2013, 6 pages. |
| King et al., “Robust Speech Recognition Via Anchor Word Representations”, Interspeech 2017, Aug. 20-24, 2017, pp. 2471-2475. |
| Kumatani et al., “Direct Modeling of Raw Audio with DNNS For Wake Word Detection”, in 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2017, 6 pages. |
| Lee, Sungjin, “Structured Discriminative Model For Dialog State Tracking”, Proceedings of the SIGDIAL 2013 Conference, Aug. 22-24, 2013, pp. 442-451. |
| “Link Your Voice to Your Devices with Voice Match, Google Assistant Help”, Online available at: <https://support.google.com/assistant/answer/9071681?co=GENIE.Platform%3DAndroid&hl=en>, Retrieved on Jul. 1, 2020, 2 pages. |
| Lin, Luyuan, “An Assistive Handwashing System with Emotional Intelligence”, Using Emotional Intelligence in Cognitive Intelligent Assistant Systems, 2014, 101 pages. |
| Liu et al., “Accurate Endpointing with Expected Pause Duration”, Sep. 6-10, 2015, pp. 2912-2916. |
| Loukides et al., “What Is the Internet of Things?”, O'Reilly Media Inc., Online Available at: <https://www.oreilly.com/library/view/what-is-the/9781491975633/>, 2015, 31 pages. |
| Luo et al., “Speaker-Independent Speech Separation With Deep Attractor Network”, IEEE/ACM Transactions On Audio, Speech And Language Processing, vol. 26, No. 4, Apr. 2018, pp. 787-796. |
| Maas et al., “Combining Acoustic Embeddings And Decoding Features for End-Of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems”, in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2018, 5 pages. |
| Mallidi et al., “Device-Directed Utterance Detection”, Proc. Interspeech, Aug. 7, 2018, 4 pages. |
| Mnih et al., “Human-Level Control Through Deep Reinforcement Learning”, Nature, vol. 518, Feb. 26, 2015, pp. 529-533. |
| Modern Techies, “Braina-Artificial Personal Assistant for PC (like Cortana, Siri)!!!!”, Online available at: <https://www.youtube.com/watch?v=_Coo2P8ilqQ>, Feb. 24, 2017, 3 pages. |
| Muller et al., “Control Theoretic Models of Pointing”, ACM Transactions on Computer-Human Interaction, Aug. 2017, 36 pages. |
| Nakamura et al., “Study of Information Clouding Methods to Prevent Spoilers of Sports Match”, Proceedings of the International Working Conference on Advanced Visual Interfaces (AVI' 12), ISBN: 978-1-4503-1287-5, May 2012, pp. 661-664. |
| Nakamura et al., “Study of Methods to Diminish Spoilers of Sports Match: Potential of a Novel Concept ”Information Clouding“”, vol. 54, No. 4, ISSN: 1882-7764. Online available at: <https://ipsj.ixsq.nii.ac.jp/ej/index.php?active_action=repository_view_main_item_detail&page_id=13&block_id=8&item_id=91589&item_no=1>, Apr. 2013, pp. 1402-1412 (Official Copy Only). |
| Norouzian et al., “Exploring Attention Mechanism for Acoustic based Classification of Speech Utterances into System-Directed and Non-System-Directed”, International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Feb. 1, 2019, 5 pages. |
| Pak, Gamerz, “Braina: Artificially Intelligent Assistant Software for Windows PC in (urdu / hindhi)”, Online available at: <https://www.youtube.com/watch?v=JH_rMjw8lqc>, Jul. 24, 2018, 3 pages. |
| Pavlopoulos et al., “ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT”, Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), Jun. 6-7, 2019, pp. 571-576. |
| PC Mag, “How to Voice Train Your Google Home Smart Speaker”, Online available at: <https://in.pcmag.com/google-home/126520/how-to-voice-train-your-google-home-smart-speaker>, Oct. 25, 2018, 12 pages. |
| Philips, Chris, “Thumbprint Radio: A Uniquely Personal Station Inspired By All of Your Thumbs Up”, Pandora News, Online Available at:—<https://blog.pandora.com/author/chris-phillips/>, Dec. 14, 2015, 7 pages. |
| Ping, et al., “Deep Voice 3: Scaling Text to Speech with Convolutional Sequence Learning”, Available online at: https://arxiv.org/abs/1710.07654, Feb. 22, 2018, 16 pages. |
| POCKETABLES.COM,“AutoRemote example profile”, Online available at: https://www.youtube.com/watch?v=kC_zhUnNZj8, Jun. 25, 2013, 1 page. |
| Pose, Cambridge Dictionary Definition of Pose, Available online at: <https://dictionary.cambridge.org/dictionary/english/pose>, 4 pages. |
| Qian et al., “Single-channel Multi-talker Speech Recognition With Permutation Invariant Training”, Speech Communication, Issue 104, 2018, pp. 1-11. |
| “Radio Stations Tailored to You Based on the Music You Listen to on iTunes”, Apple Announces iTunes Radio, Press Release, Jun. 10, 2013, 3 pages. |
| Rasch, Katharina, “Smart Assistants for Smart Homes”, Doctoral Thesis in Electronic and Computer Systems, 2013, 150 pages. |
| Ravi, Sujith, “Google AI Blog: On-device Machine Intelligence”, Available Online at: https://ai.googleblog.com/2017/02/on-device-machine-intelligence.html, Feb. 9, 2017, 4 pages. |
| Ritchie, Rene, “QuickType keyboard in iOS 8: Explained”, Online Available at:—<https://www.imore.com/quicktype-keyboards-ios-8-explained>, Jun. 21, 2014, pp. 1-19. |
| Rowland et al., “Designing Connected Products: UX for the Consumer Internet of Things”, O'Reilly, May 2015, 452 pages. |
| Samsung Support, “Create a Quick Command in Bixby to Launch Custom Settings by at Your Command”, Online Available at: <https://www.facebook.com/samsungsupport/videos/10154746303151213>, Nov. 13, 2017, 1 page. |
| Santos et al., “Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer”, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (vol. 2: Short Papers), May 20, 2018, 6 pages. |
| Senior et al., “Improving DNN Speaker Independence With I-Vector Inputs”, ICASSP, 2014, pp. 225-229. |
| Seroter et al., “SOA Patterns with BizTalk Server 2013 and Microsoft Azure”, Packt Publishing, Jun. 2015, 454 pages. |
| Settle et al., “End-to-End Multi-Speaker Speech Recognition”, Proc. ICASSP, Apr. 2018, 6 pages. |
| Shen et al., “Style Transfer from Non-Parallel Text by Cross-Alignment”, 31st Conference on Neural Information Processing Systems (NIPS 2017), 2017, 12 pages. |
| Sigtia et al., “Efficient Voice Trigger Detection for Low Resource Hardware”, in Proc. Interspeech 2018, Sep. 2-6, 2018, pp. 2092-2096. |
| Sigtia et al., “Multi-Task Learning for Voice Trigger Detection”, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Apr. 20, 2020, 5 pages. |
| Simonite, Tom, “Confronting Siri: Microsoft Launches Digital Assistant Cortana”, 2014, 2 pages (Official Copy Only). |
| Siou, Serge, “How To Control Apple TV 3rd Generation Using Remote app”, Online available at: <https://www.youtube.com/watch?v=PhyKftZOS9M>, May 12, 2014, 3 pages. |
| “Skilled at Playing my iPhone 5”, Beijing Hope Electronic Press, Jan. 2013, 6 pages (Official Copy Only). |
| Smith, Jake, “Amazon Alexa Calling: How to Set it up and Use it on Your Echo”, iGeneration, May 30, 2017, 5 pages. |
| Song, Yang, “Research of Chinese Continuous Digital Speech Input System Based on HTK”, Computer and Digital Engineering, vol. 40, No. 4, Dec. 31, 2012, 5 pages (Official Copy Only). |
| Sperber et al., “Self-Attentional Models for Lattice Inputs”, in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, Florence, Italy, Association for Computational Linguistics, Jun. 4, 2019, 13 pages. |
| Sutskever et al., “Sequence to Sequence Learning with Neural Networks”, Proceedings of the 27th International Conference on Neural Information Processing Systems, 2014, 9 pages. |
| Tamar et al., “Value Iteration Networks”, Advances in Neural Information Processing Systems, vol. 29, 2016, 16 pages. |
| Tan et al., “Knowledge Transfer In Permutation Invariant Training For Single-channel Multi-talker Speech Recognition”, ICASSP 2018, 2018, pp. 5714-5718. |
| Tech Target Contributor, “AI Accelerator”, Available online at: https://searchenterpriseai.techtarget.com/definition/AI-accelerator, Apr. 2018, 3 pages. |
| Tkachenko, Sergey, “Chrome will automatically create Tab Groups”, Available online at: https://winaero.com/chrome-will-automatically-create-tab-groups/, Sep. 18, 2020, 5 pages. |
| Tkachenko, Sergey, “Enable Tab Groups Auto Create in Google Chrome”, Available online at: https://winaero.com/enable-tab-groups-auto-create-in-google-chrome/, Nov. 30, 2020, 5 pages. |
| “Use Macrodroid skillfully to automatically clock in with Ding Talk”, Online available at: https://blog.csdn.net/qq_26614295/article/details/84304541, Nov. 20, 2018, 11 pages (Official Copy Only). |
| Vaswani et al., “Attention Is All You Need”, 31st Conference on Neural Information Processing Systems (NIPS 2017), 2017, pp. 1-11. |
| Villemure et al., “The Dragon Drive Innovation Showcase: Advancing the State-of-the-art in Automotive Assistants”, 2018, 7 pages. |
| Walker, Amy, “NHS Gives Amazon Free Use of Health Data Under Alexa Advice Deal”, Available online at: <https://www.theguardian.com/society/2019/dec/08/nhs-gives-amazon-free-use-of-health-data-under-alexa-advice-deal>, 3 pages. |
| Wang et al., “End-to-end Anchored Speech Recognition”, Proc. ICASSP2019, May 12-17, 2019, 5 pages. |
| Wang, et al., “Tacotron: Towards End to End Speech Synthesis”, Available online at: https://arxiv.org/abs/1703.10135, Apr. 6, 2017, 10 pages. |
| Wang, et al., “Training Deep Neural Networks with 8-bit Floating Point Numbers”, 32nd Conference on Neural Information Processing Systems (Neurl PS 2018), 2018, 10 pages. |
| Weng et al., “Deep Neural Networks for Single-Channel Multi-Talker Speech Recognition”, IEEE/ACM Transactions On Audio, Speech, And Language Processing, vol. 23, No. 10, Oct. 2015, pp. 1670-1679. |
| “What's on Spotify?”, Music for everyone, Online Available at: <https://web.archive.org/web/20160428115328/https://www.spotify.com/US/>, Apr. 28, 2016, 6 pages. |
| Wikipedia, “Home Automation”, Online Available at: <https://en.wikipedia.org/w/index.php?title=Home_automation&oldid=686569068>, Oct. 19, 2015, 9 pages. |
| Wikipedia, “Siri”, Online Available at: <https://en.wikipedia.org/w/index.php?title=Siri&oldid=689697795>, Nov. 8, 2015, 13 Pages. |
| Wikipedia, “Virtual Assistant”, Wikipedia, Online Available at: <https://en.wikipedia.org/w/index.php?title=Virtual_assistant&oldid=679330666>, Sep. 3, 2015, 4 pages. |
| Win, et al., “Myanmar Text to Speech System based on Tacotron-2”, International Conference on Information and Communication Tecnology Convergence (ICTC), Oct. 21-23, 2020, pp. 578-583. |
| Wu et al., “Monophone-Based Background Modeling for Two-Stage On-device Wake Word Detection”, in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr. 2018, 5 pages. |
| Xu et al., “Show, Attend and Tell: Neural Image Caption Generation with Visual Attention”, Proceedings of the 32nd International Conference on Machine Learning, Lille, France, 2015, 10 pages. |
| Yang Astor, “Control Android TV via Mobile Phone APP RKRemoteControl”, Online Available at: <https://www.youtube.com/watch?v=zpmUeOX_xro>, Mar. 31, 2015, 4 pages. |
| Ye et al., “iPhone 4S Native Secret”, Jun. 30, 2012, 1 page (Official Copy Only). |
| Yeh Jui-Feng, “Speech Act Identification Using Semantic Dependency Graphs With Probabilistic Context-free Grammars”, ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 15, No. 1, Dec. 2015, pp. 5.1-5.28. |
| Young et al., “POMDP-Based Statistical Spoken Dialog Systems: A Review”, Proceedings of the IEEE, vol. 101, No. 5, 2013, 18 pages. |
| Yousef, Zulfikara, “Braina (A.I) Artificial Intelligence Virtual Personal Assistant”, Online available at:—<https://www.youtube.com/watch?v=2h6xpB8bPSA>, Feb. 7, 2017, 3 pages. |
| Yu et al., “Permutation Invariant Training Of Deep Models For Speaker-Independent Multi-talker Speech Separation”, Proc. ICASSP, 2017, 5 pages. |
| Yu et al., “Recognizing Multi-talker Speech with Permutation Invariant Training”, Interspeech 2017, Aug. 20-24, 2017, pp. 2456-2460. |
| Zhan et al., “Play with Android Phones”, Feb. 29, 2012, 1 page (Official Copy Only). |
| Zhang et al., “Very Deep Convolutional Networks for End-To-End Speech Recognition”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, 5 pages. |
| Zheng, et al., “Intent Detection and Semantic Parsing for Navigation Dialogue Language Processing”, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017, 6 pages. |
| Zhou et al., “Learning Dense Correspondence via 3D-guided Cycle Consistency”, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, 10 pages. |
| Zmolikova et al., “Speaker-Aware Neural Network Based Beamformer For Speaker Extraction In Speech Mixtures”, Interspeech 2017, Aug. 20-24, 2017, pp. 2655-2659. |
| Summons to Attend Oral Proceedings received for European Patent Application No. 14736106.7, mailed on Feb. 21, 2022, 16 pages. |
| Extended European Search Report received for European Patent Application No. 21191477.5, mailed on Dec. 7, 2021, 15 pages. |
| Adium, “AboutAdium—Adium X—Trac”, Online available at:—<http://web.archive.org/web/20070819113247/http://trac.adiumx.com/wiki/AboutAdium> retrieved on Nov. 25, 2011, 2 pages. |
| Advisory Action received for U.S. Appl. No. 14/298,714, mailed on Aug. 23, 2017, 4 pages. |
| Advisory Action received for U.S. Appl. No. 16/204,178, mailed on Nov. 18, 2020, 4 pages. |
| Advisory Action received for U.S. Appl. No. 16/204,178, mailed on Oct. 21, 2020, 4 pages. |
| “Alexa, Turn Up the Heat!, Smartthings Samsung [online]”, Online available at:—<https://web.archive.org/web/20160329142041/https://blog.smartthings.com/news/smartthingsupdates/alexa-turn-up-the-heat/>, Mar. 3, 2016, 3 pages. |
| Alfred App, “Alfred”, Online available at:—< http://www.alfredapp.com/>, retrieved on Feb. 8, 2012, 5 pages. |
| Anania Peter, “Amazon Echo with Home Automation (Smartthings)”, Online available at:—<https://www.youtube.com/watch?v=LMW6aXmsWNE>, Dec. 20, 2015, 1 page. |
| API.AI, “Android App Review—Speaktoit Assistant”, Online available at:—<https://www.youtube.com/watch?v=myE498nyfGw>, Mar. 30, 2011, 3 pages. |
| Apple, “VoiceOver for OS X”, Online available at:—<http://www.apple.com/accessibility/voiceover/>, May 19, 2014, pp. 1-3. |
| Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/204,178, mailed on Jul. 1, 2020, 4 pages. |
| Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/204,178, mailed on Oct. 28, 2020, 3 pages. |
| Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/204,178, mailed on Sep. 28, 2020, 3 pages. |
| Asakura et al., “What LG thinks; How the TV should be in the Living Room”, HiVi, vol. 31, No. 7, Stereo Sound Publishing, Inc., Jun. 17, 2013, pp. 68-71 (Official Copy Only). |
| Ashingtontech & Gaming, “SwipeStatusBar—Reveal the Status Bar in a Fullscreen App”, Online Available at: <https://www.youtube.com/watch?v=wA_tT9IAreQ>, Jul. 1, 2013, 3 pages. |
| “Ask Alexa—Things That Are Smart Wiki”, Online available at:—<http://thingsthataresmart.wiki/index.php?title=Ask_Alexa&oldid=4283>, Jun. 8, 2016, pp. 1-31. |
| Berry et al., “PTIME: Personalized Assistance for Calendaring”, ACM Transactions on Intelligent Systems and Technology, vol. 2, No. 4, Article 40, Jul. 2011, pp. 1-22. |
| Bertolucci, Jeff, “Google Adds Voice Search to Chrome Browser”, PC World, Jun. 14, 2011, 5 pages. |
| Butcher, Mike, “EVI Arrives in Town to go Toe-to-Toe with Siri”, TechCrunch, Jan. 23, 2012, pp. 1-2. |
| Cambria et al., “Jumping NLP curves: A Review of Natural Language Processing Research.”, IEEE Computational Intelligence magazine, 2014, vol. 9, May 2014, pp. 48-57. |
| Caraballo et al., “Language Identification Based on a Discriminative Text Categorization Technique”, Iberspeech 2012—VII Jornadas En Tecnologia Del Habla And III Iberian Sitech Workshop, Nov. 21, 2012, pp. 1-10. |
| Castleos, “Whole House Voice Control Demonstration”, Online available at:—<https://www.youtube.com/watch?v=9SRCoxrZ_W4>, Jun. 2, 2012, 1 pages. |
| Chen et al., “Progressive Joint Modeling in Unsupervised Single-Channel Overlapped Speech Recognition”, IEEE/ACM Transactions On Audio, Speech, And Language Processing, vol. 26, No. 1, Jan. 2018, pp. 184-196. |
| Cheyer, Adam, “Adam Cheyer—About”, Online available at:—<http://www.adam.cheyer.com/about.html>, retrieved on Sep. 17, 2012, pp. 1-2. |
| Choi et al., “Acoustic and Visual Signal based Context Awareness System for Mobile Application”, IEEE Transactions on Consumer Electronics, vol. 57, No. 2, May 2011, pp. 738-746. |
| Colt, Sam, “Here's One Way Apple's Smartwatch Could Be Better Than Anything Else”, Business Insider, Aug. 21, 2014, pp. 1-4. |
| Decision to Refuse received for European Patent Application No. 14736106.7, mailed on Feb. 19, 2019, 27 pages. |
| Deedeevuu, “Amazon Echo Alarm Feature”, Online available at:—<https://www.youtube.com/watch?v=fdjU8eRLk7c>, Feb. 16, 2015, 1 page. |
| “Directv™ Voice”, Now Part of the Directtv Mobile App for Phones, Sep. 18, 2013, 5 pages. |
| Earthling1984, “Samsung Galaxy Smart Stay Feature Explained”, Online available at :—<https://www.youtube.com/watch?v=RpjBNtSjupl>, May 29, 2013, 1 page. |
| EVI, “Meet EVI: The One Mobile Application that Provides Solutions for your Everyday Problems”, Feb. 2012, 3 pages. |
| Filipowicz, Luke, “How to use the QuickType keyboard in iOS 8”, Online available at:—<https://www.imore.com/comment/568232>, Oct. 11, 2014, pp. 1-17. |
| Final Office Action received for U.S. Appl. No. 14/298,714, mailed on Apr. 21, 2017, 32 pages. |
| Final Office Action received for U.S. Appl. No. 16/204,178, mailed on Sep. 2, 2020, 57 pages. |
| Findlater et al., “Beyond QWERTY: Augmenting Touch-Screen Keyboards with Multi-Touch Gestures for Non-Alphanumeric Input”, CHI '12, May 5-10, 2012, 4 pages. |
| “Galaxy S7: How to Adjust Screen Timeout & Lock Screen Timeout”, Online available at :—<https://www.youtube.com/watch?v=n6e1WKUS2ww>, Jun. 9, 2016, 1 page. |
| Gannes, Liz, “Alfred App Gives Personalized Restaurant Recommendations”, AllThingsD, Jul. 18, 2011, pp. 1-3. |
| Google Developers,“Voice search in your app”, Online available at :—<https://www.youtube.com/watch?v=PS1FbB5qWEI>, Nov. 12, 2014, 1 page. |
| Guay, Matthew, “Location-Driven Productivity with Task Ave”, Online available at:—<http://iphone.appstorm.net/reviews/productivity/location-driven-productivity-with-task-ave/>, Feb. 19, 2011, 7 pages. |
| Guim, Mark, “How to Set a Person-Based Reminder with Cortana”, Online available at:—<http://www.wpcentral.com/how-to-person-based-reminder-cortana>, Apr. 26, 2014, 15 pages. |
| Hardawar, Devindra, “Driving App Waze Builds its own Siri for Hands-Free Voice Control”, Online available at:—<http://venturebeat.com/2012/02/09/driving-app-waze-builds-its-own-siri-for-hands-free-voice-control/>, retrieved on Feb. 9, 2012, 4 pages. |
| Hashimoto, Yoshiyuki, “Simple Guide for iPhone Siri, which can be Operated with your Voice”, Shuwa System Co., Ltd., vol. 1, Jul. 5, 2012, pp. 8, 130, 131. |
| “Headset Button Controller v7.3 APK Full APP Download for Andriod, Blackberry, iPhone”, Online available at:—<http://fullappdownload.com/headset-button-controller-v7-3-apk/>, Jan. 27, 2014, 11 pages. |
| “Hear Voice from Google Translate”, Online available at:—<https://www.youtube.com/watch?v=18AvMhFqD28>, Jan. 28, 2011, 1 page. |
| “Hey Google: How to Create a Shopping List with Your Google Assistant”, Online available at :—<https://www.youtube.com/watch?v=w9NCsElax1Y>, May 25, 2018, 1 page. |
| “How To Enable Google Assistant on Galaxy S7 and Other Android Phones (No Root)”, Online available at:—<https://www.youtube.com/watch?v=HekIQbWyksE>, Mar. 20, 2017, 1 page. |
| “How to Use Ok Google Assistant Even Phone is Locked”, Online available at:—<https://www.youtube.com/watch?v=9B_gP4j_SP8>, Mar. 12, 2018, 1 page. |
| ID3.ORG, “id3v2.4.0-Frames”, Online available at:—<http://id3.org/id3v2.4.0-frames?action=print>, retrieved on Jan. 22, 2015, pp. 1-41. |
| Inews And TECH,“How To Use The QuickType Keyboard In IOS 8”, Online available at:—<http://www.inewsandtech.com/how-to-use-the-quicktype-keyboard-in-ios-8/>, Sep. 17, 2014, 6 pages. |
| “Interactive Voice”, Online available at:—<http://www.helloivee.com/company/>, retrieved on Feb. 10, 2014, 2 pages. |
| International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2014/040394, mailed on Dec. 23, 2015, 7 pages. |
| International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2014/040394, mailed on Aug. 8, 2014, 11 pages. |
| Jawaid et al., “Machine Translation with Significant Word Reordering and Rich Target—Side Morphology”, WDS'11 Proceedings of Contributed Papers, Part I, 2011, pp. 161-166. |
| Jonsson et al., “Proximity-based Reminders Using Bluetooth”, 2014 IEEE International Conference on Pervasive Computing and Communications Demonstrations, 2014, pp. 151-153. |
| Jouvet et al., “Evaluating Grapheme-to-phoneme Converters in Automatic Speech Recognition Context”, IEEE, 2012, pp. 4821-4824. |
| Karn, Ujjwal, “An Intuitive Explanation of Convolutional Neural Networks”, The Data Science Blog, Aug. 11, 2016, 23 pages. |
| Kazmucha Allyson, “How to Send Map Locations Using iMessage”, iMore.com, Online available at:—<http://www.imore.com/how-use-imessage-share-your-location-your-iphone>, Aug. 2, 2012, 6 pages. |
| Kickstarter, “Ivee Sleek: Wi-Fi Voice-Activated Assistant”, Online available at:—<https://www.kickstarter.com/projects/ivee/ivee-sleek-wi-fi-voice-activated-assistant>, retrieved on Feb. 10, 2014, pp. 1-13. |
| Lewis Cameron, “Task Ave for iPhone Review”, Mac Life, Online available at:—<http://www.maclife.com/article/reviews/task_ave_iphone_review>, Mar. 3, 2011, 5 pages. |
| Liou et al., “Autoencoder for Words”, Neurocomputing, vol. 139, Sep. 2014, pp. 84-96. |
| Marketing Land,“Amazon Echo: Play music”, Online Available at:—<https://www.youtube.com/watch?v=A7V5NPbsXi4>, Apr. 27, 2015, 3 pages. |
| “Meet Ivee, Your Wi-Fi Voice Activated Assistant”, Availale Online at:—<http://www.helloivee.com/>, retrieved on Feb. 10, 2014, 8 pages. |
| Mhatre et al., “Donna Interactive Chat-bot acting as a Personal Assistant”, International Journal of Computer Applications (0975-8887), vol. 140, No. 10, Apr. 2016, 6 pages. |
| Mikolov et al., “Linguistic Regularities in Continuous Space Word Representations”, Proceedings of NAACL-HLT, Jun. 9-14, 2013, pp. 746-751. |
| Miller Chance, “Google Keyboard Updated with New Personalized Suggestions Feature”, Online available at:—<http://9to5google.com/2014/03/19/google-keyboard-updated-with-new-personalized-suggestions-feature/>, Mar. 19, 2014, 4 pages. |
| Minutes of the oral proceedings received for European Patent Application No. 14736106.7, mailed on Feb. 19, 2019, 4 pages. |
| “Mobile Speech Solutions, Mobile Accessibility”, SVOX AG Product Information Sheet, Online available at:—<http://www.svox.com/site/bra840604/con782768/mob965831936.aSQ?osLang=1>, Sep. 27, 2012, 1 page. |
| Morrison Jonathan, “iPhone 5 Siri Demo”, Online Available at:—<https://www.youtube.com/watch?v =_wHWwG5IhWc>, Sep. 21, 2012, 3 pages. |
| My Cool Aids, “What's New”, Online available at:—<http://www.mycoolaids.com/>, 2012, 1 page. |
| Myers, Brad A., “Shortcutter for Palm”, available at <http://www.cs.cmu.edu/˜pebbles/v5/shortcutter/palm/index.html>, retrieved on Jun. 18, 2014, 10 pages. |
| Nakazawa et al., “Detection and Labeling of Significant Scenes from TV program based on Twitter Analysis”, Proceedings of the 3rd Forum on Data Engineering and Information Management (DEIM 2011 proceedings), IEICE Data Engineering Technical Group, Feb. 28, 2011, 11 pages (Official Copy Only). |
| “Natural Language Interface Using Constrained Intermediate Dictionary of Results”, List of Publications Manually reviewed for the Search of U.S. Pat. No. 7,177,798, Mar. 22, 2013, 1 page. |
| NDTV, “Sony SmartWatch 2 Launched in India for Rs. 14,990”, available at <http://gadgets.ndtv.com/others/news/sony-smartwatch-2-launched-in-india-for-rs-14990-420319>, Sep. 18, 2013, 4 pages. |
| Non-Final Office Action received for U.S. Appl. No. 14/298,714, mailed on Mar. 13, 2018., 36 pages. |
| Non-Final Office Action received for U.S. Appl. No. 14/298,714, mailed on May 5, 2016, 28 pages. |
| Non-Final Office Action received for U.S. Appl. No. 14/298,714, mailed on Nov. 16, 2016, 33 pages. |
| Non-Final Office Action received for U.S. Appl. No. 16/204,178, mailed on Apr. 22, 2020, 49 pages. |
| Notice of Acceptance received for Australian Patent Application No. 2014278592, mailed on Aug. 24, 2017, 3 pages. |
| Notice of Acceptance received for Australian Patent Application No. 2017258871, mailed on Jan. 22, 2019, 3 pages. |
| Notice of Allowance received for Chinese Patent Application No. 201480030710.7, mailed on Jun. 6, 2019, 2 pages. |
| Notice of Allowance received for Japanese Patent Application No. 2016518360, mailed on Nov. 17, 2017, 4 pages. |
| Notice of Allowance received for Japanese Patent Application No. 2017-214146, mailed on Mar. 18, 2019, 4 pages. |
| Notice of Allowance received for Korean Patent Application No. 10-2015-7033712, mailed on May 15, 2017, 4 pages. |
| Notice of Allowance received for Korean Patent Application No. 10-2017-7023390, mailed on Aug. 20, 2018, 4 pages. |
| Notice of Allowance received for Korean Patent Application No. 10-2018-7033779, mailed on Dec. 21, 2018, 4 pages. |
| Notice of Allowance received for U.S. Appl. No. 14/298,714, mailed on Oct. 10, 2018, 11 pages. |
| Notice of Allowance received for U.S. Appl. No. 16/204,178, mailed on Apr. 15, 2021, 8 pages. |
| Nozawa et al., “iPhone 4S Perfect Manual”, vol. 1, First Edition, Nov. 11, 2011, 4 pages (Official Copy Only). |
| Office Action received for Australian Patent Application No. 2014278592, mailed on Aug. 8, 2017, 6 pages. |
| Office Action received for Australian Patent Application No. 2014278592, mailed on Aug. 25, 2016, 3 pages. |
| Office Action received for Australian Patent Application No. 2014278592, mailed on Jun. 7, 2017, 4 pages. |
| Office Action received for Australian Patent Application No. 2017258871, mailed on May 23, 2018, 3 pages. |
| Office Action received for Chinese Patent Application No. 201480030710.7, mailed on May 2, 2018, 13 pages. |
| Office Action received for European Patent Application No. 14736106.7, mailed on Jun. 30, 2017, 6 pages. |
| Office Action received for Japanese Patent Application No. 2016518360, mailed on May 29, 2017, 4 pages. |
| Office Action received for Japanese Patent Application No. 2016518360, mailed on Nov. 18, 2016, 5 pages. |
| Office Action received for Japanese Patent Application No. 2017-214146, mailed on Aug. 31, 2018, 6 pages. |
| Office Action received for Korean Patent Application No. 10-2015-7033712, mailed on Aug. 17, 2016, 9 pages. |
| Office Action received for Korean Patent Application No. 10-2017-7023390, mailed on Nov. 14, 2017, 7 pages. |
| Osxdaily, “Get a List of Siri Commands Directly from Siri”, Online available at:—<http://osxdaily.com/2013/02/05/list-siri-commands/>, Feb. 5, 2013, 15 pages. |
| Pathak et al., “Privacy-preserving Speech Processing: Cryptographic and String-matching Frameworks Show Promise”, In: IEEE signal processing magazine, Online available at: - <http://www.merl.com/publications/docs/TR2013-063.pdf>, Feb. 13, 2013, 16 pages. |
| Patra et al., “A Kernel-Based Approach for Biomedical Named Entity Recognition”, Scientific World Journal, vol. 2013, 2013, pp. 1-7. |
| Pennington et al., “GloVe: Global Vectors for Word Representation”, Proceedings of the Conference on Empirical Methods Natural Language Processing (EMNLP), Doha, Qatar, Oct. 25-29, 2014, pp. 1532-1543. |
| Perlow, Jason, “Alexa Loop Mode with Playlist for Sleep Noise”, Online Available at: <https://www.youtube.com/watch?v=nSkSuXziJSg>, Apr. 11, 2016, 3 pages. |
| “Quick Type Keyboard on IOS 8 Makes Typing Easier”, Online available at:—<https://www.youtube.com/watch?v=0CldLR4fhVU>, Jun. 3, 2014, 3 pages. |
| Rios Mafe, “New Bar Search for Facebook”, YouTube, available at:—<https://www.youtube.com/watch?v=vwgN1WbvCas>, Jul. 19, 2013, 2 pages. |
| Routines, “SmartThings Support”, Online available at:—<https://web.archive.org/web/20151207165701/https://support.smartthings.com/hc/en-US/articles/205380034-Routines>, 2015, 3 pages. |
| Sarawagi Sunita, “CRF Package Page”, Online available at:—<http://crf.sourceforge.net/>, retrieved on Apr. 6, 2011, 2 pages. |
| Seehafer Brent, “Activate Google Assistant on Galaxy S7 with Screen off”, Online available at:—<https://productforums.google.com/forum/#!topic/websearch/lp3qIGBHLVI>, Mar. 8, 2017, 4 pages. |
| Selfridge et al., “Interact: Tightly-coupling Multimodal Dialog with an Interactive Virtual Assistant”, International Conference on Multimodal Interaction, ACM, Nov. 9, 2015, pp. 381-382. |
| Simonite, Tom, “One Easy Way to Make Siri Smarter”, Technology Review, Oct. 18, 2011, 2 pages. |
| “SmartThings +Amazon Echo”, Smartthings Samsung [online], Online available at:—<https://web.archive.org/web/20160509231428/https://blog.smartthings.com/featured/al exa-turn-on-my-smartthings/>, Aug. 21, 2015, 3 pages. |
| SRI, “SRI Speech: Products: Software Development Kits: EduSpeak”, Online available at:—<http://web.archive.org/web/20090828084033/http://www.speechatsri.com/products/ed uspeak>shtml, retrieved on Jun. 20, 2013, pp. 1-2.. |
| Sullivan Danny, “How Google Instant's Autocomplete Suggestions Work”, Online available at:—<http://searchengineland.com/how-google-instant-autocomplete-suggestions-work-62592>, Apr. 6, 2011, 12 pages. |
| Summons to Attend Oral Proceedings received for European Patent Application No. 14736106.7, mailed on May 15, 2018, 12 pages. |
| Summons to Attend Oral Proceedings received for European Patent Application No. 14736106.7, mailed on May 22, 2018, 1 page. |
| Sundaram et al., “Latent Perceptual Mapping with Data-Driven Variable-Length Acoustic Units for Template-Based Speech Recognition”, ICASSP 2012, Mar. 2012, pp. 4125-4128. |
| Sundermeyer et al., “From Feedforward to Recurrent LSTM Neural Networks for Language Modeling.”, IEEE Transactions to Audio, Speech, and Language Processing, vol. 23, No. 3, Mar. 2015, pp. 517-529. |
| Sundermeyer et al., “LSTM Neural Networks for Language Modeling”, Intersppech 2012, Sep. 9-13, 2012, pp. 194-197. |
| Tofel et al., “SpeakToit: A Personal Assistant for Older iPhones, iPads”, Apple News, Tips and Reviews, Feb. 9, 2012, 7 pages. |
| Tucker Joshua, “Too Lazy to Grab Your TV Remote? Use Siri Instead”, Engadget, Nov. 30, 2011, pp. 1-8. |
| Vodafone Deutschland, “Samsung Galaxy S3 Tastatur Spracheingabe”, Online available at—<https://www.youtube.com/watch?v=6kOd6Gr8uFE>, Aug. 22, 2012, 1 page. |
| Wikipedia, “Acoustic Model”, Online available at:—<http://en.wikipedia.org/wiki/AcousticModel>, retrieved on Sep. 14, 2011, pp. 1-2. |
| Wikipedia, “Language Model”, Online available at:—<http://en.wikipedia.org/wiki/Language_model>, retrieved on Sep. 14, 2011, 4 pages. |
| Wikipedia, “Speech Recognition”, Online available at:—<http://en.wikipedia.org/wiki/Speech_recognition>, retrieved on Sep. 14, 2011, 12 pages. |
| X.AI, “How it Works”, Online available at:—<https://web.archive.org/web/20160531201426/https://x.ai/how-it-works/>, May 31, 2016, 6 pages. |
| Xiang et al., “Correcting Phoneme Recognition Errors in Learning Word Pronunciation through Speech Interaction”, Speech Communication, vol. 55, No. 1, Jan. 1, 2013, pp. 190-203. |
| Xu et al., “Policy Optimization of Dialogue Management in Spoken Dialogue System For Out-of-Domain Utterances”, 2016 International Conference On Asian Language Processing (IALP), IEEE, Nov. 21, 2016, pp. 10-13. |
| Yan et al., “A Scalable Approach to Using DNN-derived Features in GMM-HMM Based Acoustic Modeling for LVCSR”, 14th Annual Conference of the International Speech Communication Association, InterSpeech 2013, Aug. 2013, pp. 104-108. |
| Yates Michaelc., “How Can I Exit Google Assistant After I'm Finished with it”, Online available at:—<https://productforums.google.com/forum/#!msg/phone-by-google/faECnR2RJwA/gKNtOkQgAQAJ>, Jan. 11, 2016, 2 pages. |
| Zainab, “Google Input Tools Shows Onscreen Keyboard in Multiple Languages [Chrome]”, Online available at:—<http://www.addictivetips.com/internet-tips/google-input-tools-shows-multiple-language-onscreen-keyboards-chrome/>, Jan. 3, 2012, 3 pages. |
| Zangerle et al., “Recommending #-Tags in Twitter”, proceedings of the Workshop on Semantic Adaptive Socail Web, 2011, pp. 1-12. |
| Zhong et al., “JustSpeak: Enabling Universal Voice Control on Android”, W4A'14, Proceedings of the 11th Web for All Conference, No. 36, Apr. 7-9, 2014, 8 pages. |
| Office Action received for German Patent Application No. 112014007360.1, mailed on Jul. 1, 2022, 15 pages (5 pages of English Translation and 10 pages of Official Copy). |
| Office Action received for Chinese Patent Application No. 201910722538.6, mailed on Nov. 23, 2022, 24 pages (8 pages of English Translation and 16 pages of Official Copy). |
| Minutes of the Oral Proceedings received for European Patent Application No. 14736106.7, mailed on Sep. 23, 2022, 4 pages. |
| Office Action received for European Patent Application No. 21191477.5, mailed on Sep. 16, 2022, 6 pages. |
| Summons to Attend Oral Proceedings received for European Patent Application 21191477.5, mailed on May 3, 2023, 22 pages. |
| Office Action received for Germany Patent Application No. 112014002747.2, mailed on Jun. 21, 2023, 24 pages (10 pages of English Translation and 14 pages of Official Copy). |
| Office Action received for Chinese Patent Application No. 201910722538.6, mailed on Jun. 22, 2023, 20 pages (7 pages of English Translation and 13 pages of Official Copy). |
| Decision to Refuse received for German Patent Application No. 112014002747.2, mailed on Feb. 5, 2024, 11 pages (1 page of English Translation and 10 pages of Official Copy). |
| Result of Consultation received for European Patent Application No. 21191477.5, mailed on Nov. 6, 2023, 18 pages. |
| Brief Communication Regarding Oral Proceedings received for European Patent Application No. 21191477.5, mailed on Nov. 14, 2023, 1 page. |
| Number | Date | Country | |
|---|---|---|---|
| 20210294571 A1 | Sep 2021 | US |
| Number | Date | Country | |
|---|---|---|---|
| 61832898 | Jun 2013 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 16204178 | Nov 2018 | US |
| Child | 17343288 | US | |
| Parent | 14298714 | Jun 2014 | US |
| Child | 16204178 | US |
