The disclosure relates generally to a computational memory element and in particular to a computational memory element array having results processing circuitry.
Memory cells have traditionally been used to store bits of data. It is also possible to architect a memory cell so that the memory cell is able to perform some simple logical functions when multiple memory cells are connected to the same read bit line. For example, when memory cells A, B, and C are connected to a particular read bit line and are read simultaneously, and the memory cells and read bit line circuitry are designed to produce a logical AND result, then the result that appears on the read bit line is AND (a,b,c) (i.e. “a AND b AND c”), where a, b, and c represent the binary data values stored in memory cells A, B, and C respectively. More particularly, in these computational memory cells, the read bit line is pre-charged to a logic “1” before each read operation, and the activation of one or more read enable signals to one or more memory cells discharges the read bit line to a logic “0” if the data stored in any one or more of those memory cells=“0”; otherwise, the read bit line remains a logic “1” (i.e. in its pre-charge state). In this way, the read bit line result is the logical AND of the data stored in those memory cells. The memory cells may be subdivided into a plurality of sections and each section may have a plurality of bit line sections that perform a logical function and their logical functions, may be used to execute a wide variety of computational algorithms.
Typically, all bit line sections in a section execute the same computational algorithm on their respective data because the bit line sections share the same read and write control signals. Oftentimes, it is desirable to be able to combine the results across multiple bit line sections to generate a single result for those multiple bit line sections. For example, if the algorithm is designed to search for a particular data pattern within the data stored in the bit line sections, it is desirable to know if any of the one or more of the bit line sections contain that data pattern. It is to this end that this disclosure is directed.
The disclosure is particularly applicable to a processing array, semiconductor memory or computer that utilizes a plurality of computational memory cells (with each cell being formed with a static random access memory (SRAM) cell) and additional response (RSP) circuitry to provide a mechanism to logically combine the computation results across multiple bit line sections in a section and across multiple sections, and transmit the combined result as an output of the processing array and/or store the combined result into one or more of those multiple bit line sections. It will be appreciated, however, that each computational memory cell may be other types of volatile and non-volatile memory cell that are within the scope of the disclosure, that other additional circuitry (including more, less or different logic) may be used and are within the scope of the disclosure or that different computational memory cell architectures that those disclosed below are within the scope of the disclosure.
The disclosure is directed to a memory/processing array that has a plurality of computing memory cells in an array with additional RSP circuitry. Each computing memory cell in a column in the array may have a read bit line and the read bit line for each of the computing memory cells in the column may be tied together as a single read bit line. The memory/processing array may be subdivided into one or more sections (an example of which is shown in
The wordline (WL) generator and read/write logic control circuit 32 may also generate one or more control signals that control each read/write circuitry 34. For example, for the different embodiments of the read/write logic described in the co-pending U.S. patent application Ser. No. 16/111,178 filed Aug. 23, 2018 and entitled “Read Data Processing Circuits and Methods Associated with Computational Memory Cells” and incorporated herein by reference, the one or more control signals may include a Read_Done control signal, an XORacc_En control signal, an ANDacc_En control signal and an ORacc_En control signal whose operation and details are described in the above incorporated by reference application. Note that for each different embodiment, a different one or more of the control signals is used so that the wordline (WL) generator and read/write logic control circuit 32 may generate different control signals for each embodiment or the wordline (WL) generator and read/write logic control circuit 32 may generate each of the control signals, but then only certain of the control signals or all of the control signals may be utilized as described in the above incorporated by reference co-pending patent application.
During a read operation, the wordline (WL) generator and read/write logic control circuit 32 may activate one or more word lines that activate one or more computational memory cells so that the read bit lines of those one or more computational memory cells may be read out. Further details of the read operation are not provided here since the read operation is well known.
The circuit in
During reading, multiple cells (with only a single cell being shown in
As shown in
The write port of the cell in
The circuit in
The cell 100 may further include two more read word line transistors M36, M37 and one extra complementary read word line, REb. When the read port is active, either RE or REb is high and the REb signal/voltage level is the complement of RE signal/voltage level. RBL is pre-charged high, and if one of (M31, M32) or (M36, M37) series transistors is on, RBL is discharged to 0. If none of (M31, M32) or (M36, M37) series transistors is on, then RBL stay high as 1 since it was precharged high. The following equation below, where D is the data stored in the cell and Db is the complement data stored in the cell, describes the functioning/operation of the cell:
RBL=AND(NAND(RE,Db),NAND(REb,D))=XNOR(RE,D) (EQ1)
If the word size is 8, then it needs to be stored in 8 cells (with one cell being shown in
RBL=AND(XNOR(RE1,D1),XNOR(RE2,D2), . . . ,XNOR(REi,Di)), where i is the number of active cell. (EQ2)
By controlling either RE or REb to be a high signal/on, the circuit 100 may also be used to do logic operations mixing true and complement data as shown below:
RBL=AND(D1,D2, . . . Dn,Dbn+1,Dbn+2, . . . Dbm) (EQ3)
where D1, D2, . . . Dn are “n” number of data with RE on and Dbn+1, Dbn+2, . . . Dbm are m-n number of data with REb on.
Furthermore, if the cell 100 stores inverse data, meaning WBL and WBLb shown in
RBL=XOR(RE,D) (EQ4)
RBL=NOR(D1,D2, . . . Dn,Dbn+1,Dbn+2, . . . Dbm) (EQ5)
where D1, D2, . . . Dn are n number of data with RE on and Dbn+1, Dbn+2, . . . Dbm are m-n number of data with REb on.
In another embodiment, the read port of the circuit 100 is
RBL=XOR(RE,D) (EQ6)
RBL=OR(D1,D2, . . . ,Dn,Dbn+1,Dbn+2, . . . Dbm) (EQ7)
where D1, D2, . . . Dn are n number of data with RE on and Dbn+1, Dbn+2, . . . Dbm are m-n number of data with REb on.
If the cell stores the inverse data of the above discussed PMOS read port, meaning WBL and WBLb is swapped, then
RBL=XNOR(RE,D) (EQ8)
RBL=NAND(D1,D2, . . . ,Dn,Dbn+1,Dbn+2, . . . Dbm) (EQ9)
where D1, D2, . . . Dn are n number of data with RE on and Dbn+1, Dbn+2, . . . Dbm are m-n number of data with REb on.
For example, consider a search operation where a digital word needs to be found in a memory array in which the memory array can be configured as each bit of the word stored on the same bit line. To compare 1 bit of the word, then the data is stored in a cell and its RE is the search key, then EQ1 can be written as below:
RBL=XNOR(Key,D) EQ10
If Key=D, then RBL=1. If the word size is 8 bits as D[0:7], then the search key Key[0:7] is its RE, then EQ2 can be expressed as search result and be written as below:
RBL=AND(XNOR(Key[0],D[0]),XNOR(Key[1],D[1], . . . ,Key[7],D[7]) EQ11
If all Key[i] is equal to D[i] where i=0-7, then the search result RBL is match. Any one of Key[i] is not equal to D[i], then the search result is not match. Parallel search can be performed in 1 operation by arranging multiple data words along the same word line and on parallel bit lines with each word on 1 bit line. Further details of this computation memory cell may be found in U.S. patent application Ser. Nos. 15/709,399 and 15/709,401 both filed on Sep. 19, 2017 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells For Xor And Xnor Computations”, which are incorporated herein by reference.
The read circuitry 50 may receive inputs from the read bit line of the computing memory cells of the section (S[x]_RBL[y]) and the write circuitry 54 may receive an input from the read data storage 52 and output data to the write bit lines of the computing memory cells of the section (S[x]_WBL[y] and S[x]_WBLb[y] in the example in
First Embodiment of RSP Circuitry
One way to provide a mechanism to logically combine the computation results across multiple bl-sects in a section, where each bl-sect produces a computation result that is ultimately captured in its Read Register 52, is to:
A logical OR is chosen because a common use case of RSP functionality is to determine if the algorithm (e.g. a search algorithm) produced a result=“1” (e.g. indicating a positive match on the search data) in any one or more of the bl-sects in the section. In the embodiments below, each of the RSP logic circuits, control logic may be implemented using known circuits including Boolean logic circuits.
One way to produce the logical OR on the RSP data line is to define its default state as “0”, and enable (by default) a pull-down transistor on the RSP data line to pull it to its “0” default state. Then when RSP functionality is engaged, temporarily and unconditionally disable the pull-down transistor on the RSP data line, and temporarily enable a pull-up transistor—one per bl-sect—on the RSP data line if the computation result captured in its associated bl-sect Read Register=“1”. In that way, the RSP data line remains in its “0” default state only if the computation result captured in all bl-sect Read Registers is “0”; otherwise, the RSP data line is pulled to “1”, thereby producing a logical OR of all bl-sect Read Register states on the RSP data line.
Functionally, this scheme only requires one pull-down transistor on the RSP data line. However, several pull-down transistors (controlled by the same control signal) may be implemented on the RSP data line if needed (e.g. to decrease the amount of time required to discharge the RSP data line to “0”).
Furthermore, additional RSP circuitry is implemented in each bl-sect such that the logical OR result produced on the RSP data line can be stored in a computational memory cell in the bl-sect.
And furthermore, additional RSP circuitry is implemented in the section such that the logical OR result produced on the RSP data line is driven to circuitry outside the processing array.
For the RSP circuitry, the read/write circuitry 34 may further include RSP Logic 64 that is used to produce the combined computation result on the RSP data line using the “n” bl-sect Read Register outputs as the data sources. In addition, the RSP data line data may be input to the write MUX 62 as shown that provides the ability to store the logic state of the RSP data line in a bl-sect memory cell. The RSP logic is controlled by the RSPsel and RSPend control signals (generated by the read/write logic control 32 in
The RSP circuitry 70 may further include an RSP Pull-Down Transistor 74 (“RSP PD”) implemented on the RSP data line, whose enable input is the RSP_PDen control signal. In the depicted implementation, there is one RSP PD per bl-sect. The circuitry 70 may further include an RSP Pull-Up Transistor 76 (“RSP PU”) implemented on the RSP data line, whose enable input is the RSP_PUen control signal. In the depicted implementation, there is one RSP PU per bl-sect. The circuitry 70 may further include a first Buffer 78 (“BUF1”) whose input is the RSP data line, and whose output “RSP_in” is driven to the bl-sect Write Mux shown in
The timing diagram illustrates the minimum delay required between the assertion of RSPsel and the assertions of RSPend and GWE. If needed, this delay can be increased without affecting the depicted RSP functionality.
The RSP implementation in
Second Embodiment of RSP Circuitry
In a second embodiment, a mechanism to logically combine the computation results across multiple bit line sections (bl-sects) in a section and across multiple sections where each bl-sect produces a computation result that is ultimately captured in its Read Register is provided. The circuitry for the second embodiment may include:
One way to produce the logical OR on each RSP data line during the outbound flow is (as was done in the first embodiment) to define their default states as “0”, and enable (by default) pull-down transistor(s) to pull each RSP data line to its “0” default state. Then, when RSP functionality is engaged:
The implementation is such that the outbound RSP flow can be halted at any RSP stage before the inbound RSP flow (see below) is engaged to return the OR result from the RSP stage at which the outbound RSP flow was halted back to all stage 1 RSP data lines, and from there store it in the bl-sects. In this way any RSP stage result, from stage 1 to stage “s”, can be stored in the bl-sects.
The purpose of the inbound RSP functionality is to return the OR result from the RSP stage at which the outbound RSP flow is halted back to the stage 1 RSP data lines, and from there store it in the bl-sects. The inbound RSP flow is only engaged when the objective of an RSP engagement includes storing the RSP result in the bl-sects. If the sole objective of an RSP engagement is to use the RSP result outside the processing array, then the outbound RSP flow is engaged to stage “s” and the inbound RSP flow is not engaged.
When the inbound RSP flow is engaged after the outbound RSP flow is halted at stage “r”, where 1<r<=s, one way to return the OR result from the stage “r” RSP data line to the stage “1” RSP data line is to:
These pull-up transistors are enabled long enough for the stage “r” RSP data line state, if “1”, to propagate back to the multiple stage 1 RSP data lines spanned by the stage “r” RSP data line.
If the outbound RSP flow is halted at the stage 1 RSP data line (i.e. r=1), then the inbound RSP flow is still engaged as part of the process to store the result in the bl-sects even though, in this case, no return propagation from a latter RSP stage is involved.
Furthermore, additional RSP circuitry is implemented in each bl-sect such that the logical OR result produced on the stage 1 RSP data line can be stored in a computational memory cell in the bl-sect. Additional RSP circuitry is also implemented in each section such that the logical OR result produced on each stage “s-1” RSP data line (spanning an entire section) is driven to circuitry outside the processing array. Additional RSP circuitry is also implemented such that the logical OR result produced on the single stage “s” RSP data line (spanning multiple sections) is driven to circuitry outside the processing array.
The RSP control logic 1100 has inputs that are rsp16sel, rsp256sel, rsp2Ksel, rsp32Ksel, rspStartRet, and rspEnd control signals that are generated by the control logic 32 of the processing array 30 described above, and whose outputs are rsp16_LATen, rsp16_PDen, rsp256_LATen, rsp256_PDen, rsp2K_LATen, rsp2K_PDen, rsp32K_LATen, rsp32K_PDen, and rspReturn control signals that control the RSP output circuits and logic and RSP input circuits and logic for the bit line section as shown in
The logic illustrasted in
The RSP implementation in
The RSP implementation in
The RSP implementation in
The RSP implementation in
The RSP implementation in
And across all 16 sections there is:
The foregoing description, for purpose of explanation, has been described with reference to specific embodiments. However, the illustrative discussions above are not intended to be exhaustive or to limit the disclosure to the precise forms disclosed. Many modifications and variations are possible in view of the above teachings. The embodiments were chosen and described in order to best explain the principles of the disclosure and its practical applications, to thereby enable others skilled in the art to best utilize the disclosure and various embodiments with various modifications as are suited to the particular use contemplated.
The system and method disclosed herein may be implemented via one or more components, systems, servers, appliances, other subcomponents, or distributed between such elements. When implemented as a system, such systems may include an/or involve, inter alia, components such as software modules, general-purpose CPU, RAM, etc. found in general-purpose computers. In implementations where the innovations reside on a server, such a server may include or involve components such as CPU, RAM, etc., such as those found in general-purpose computers.
Additionally, the system and method herein may be achieved via implementations with disparate or entirely different software, hardware and/or firmware components, beyond that set forth above. With regard to such other components (e.g., software, processing components, etc.) and/or computer-readable media associated with or embodying the present inventions, for example, aspects of the innovations herein may be implemented consistent with numerous general purpose or special purpose computing systems or configurations. Various exemplary computing systems, environments, and/or configurations that may be suitable for use with the innovations herein may include, but are not limited to: software or other components within or embodied on personal computers, servers or server computing devices such as routing/connectivity components, hand-held or laptop devices, multiprocessor systems, microprocessor-based systems, set top boxes, consumer electronic devices, network PCs, other existing computer platforms, distributed computing environments that include one or more of the above systems or devices, etc.
In some instances, aspects of the system and method may be achieved via or performed by logic and/or logic instructions including program modules, executed in association with such components or circuitry, for example. In general, program modules may include routines, programs, objects, components, data structures, etc. that performs particular tasks or implement particular instructions herein. The inventions may also be practiced in the context of distributed software, computer, or circuit settings where circuitry is connected via communication buses, circuitry or links. In distributed settings, control/instructions may occur from both local and remote computer storage media including memory storage devices.
The software, circuitry and components herein may also include and/or utilize one or more type of computer readable media. Computer readable media can be any available media that is resident on, associable with, or can be accessed by such circuits and/or computing components. By way of example, and not limitation, computer readable media may comprise computer storage media and communication media. Computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disks (DVD) or other optical storage, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and can accessed by computing component. Communication media may comprise computer readable instructions, data structures, program modules and/or other components. Further, communication media may include wired media such as a wired network or direct-wired connection, however no media of any such type herein includes transitory media. Combinations of the any of the above are also included within the scope of computer readable media.
In the present description, the terms component, module, device, etc. may refer to any type of logical or functional software elements, circuits, blocks and/or processes that may be implemented in a variety of ways. For example, the functions of various circuits and/or blocks can be combined with one another into any other number of modules. Each module may even be implemented as a software program stored on a tangible memory (e.g., random access memory, read only memory, CD-ROM memory, hard disk drive, etc.) to be read by a central processing unit to implement the functions of the innovations herein. Or, the modules can comprise programming instructions transmitted to a general purpose computer or to processing/graphics hardware via a transmission carrier wave. Also, the modules can be implemented as hardware logic circuitry implementing the functions encompassed by the innovations herein. Finally, the modules can be implemented using special purpose instructions (SIMD instructions), field programmable logic arrays or any mix thereof which provides the desired level performance and cost.
As disclosed herein, features consistent with the disclosure may be implemented via computer-hardware, software and/or firmware. For example, the systems and methods disclosed herein may be embodied in various forms including, for example, a data processor, such as a computer that also includes a database, digital electronic circuitry, firmware, software, or in combinations of them. Further, while some of the disclosed implementations describe specific hardware components, systems and methods consistent with the innovations herein may be implemented with any combination of hardware, software and/or firmware. Moreover, the above-noted features and other aspects and principles of the innovations herein may be implemented in various environments. Such environments and related applications may be specially constructed for performing the various routines, processes and/or operations according to the invention or they may include a general-purpose computer or computing platform selectively activated or reconfigured by code to provide the necessary functionality. The processes disclosed herein are not inherently related to any particular computer, network, architecture, environment, or other apparatus, and may be implemented by a suitable combination of hardware, software, and/or firmware. For example, various general-purpose machines may be used with programs written in accordance with teachings of the invention, or it may be more convenient to construct a specialized apparatus or system to perform the required methods and techniques.
Aspects of the method and system described herein, such as the logic, may also be implemented as functionality programmed into any of a variety of circuitry, including programmable logic devices (“PLDs”), such as field programmable gate arrays (“FPGAs”), programmable array logic (“PAL”) devices, electrically programmable logic and memory devices and standard cell-based devices, as well as application specific integrated circuits. Some other possibilities for implementing aspects include: memory devices, microcontrollers with memory (such as EEPROM), embedded microprocessors, firmware, software, etc. Furthermore, aspects may be embodied in microprocessors having software-based circuit emulation, discrete logic (sequential and combinatorial), custom devices, fuzzy (neural) logic, quantum devices, and hybrids of any of the above device types. The underlying device technologies may be provided in a variety of component types, e.g., metal-oxide semiconductor field-effect transistor (“MOSFET”) technologies like complementary metal-oxide semiconductor (“CMOS”), bipolar technologies like emitter-coupled logic (“ECL”), polymer technologies (e.g., silicon-conjugated polymer and metal-conjugated polymer-metal structures), mixed analog and digital, and so on.
It should also be noted that the various logic and/or functions disclosed herein may be enabled using any number of combinations of hardware, firmware, and/or as data and/or instructions embodied in various machine-readable or computer-readable media, in terms of their behavioral, register transfer, logic component, and/or other characteristics. Computer-readable media in which such formatted data and/or instructions may be embodied include, but are not limited to, non-volatile storage media in various forms (e.g., optical, magnetic or semiconductor storage media) though again does not include transitory media. Unless the context clearly requires otherwise, throughout the description, the words “comprise,” “comprising,” and the like are to be construed in an inclusive sense as opposed to an exclusive or exhaustive sense; that is to say, in a sense of “including, but not limited to.” Words using the singular or plural number also include the plural or singular number respectively. Additionally, the words “herein,” “hereunder,” “above,” “below,” and words of similar import refer to this application as a whole and not to any particular portions of this application. When the word “or” is used in reference to a list of two or more items, that word covers all of the following interpretations of the word: any of the items in the list, all of the items in the list and any combination of the items in the list.
Although certain presently preferred implementations of the invention have been specifically described herein, it will be apparent to those skilled in the art to which the invention pertains that variations and modifications of the various implementations shown and described herein may be made without departing from the spirit and scope of the invention. Accordingly, it is intended that the invention be limited only to the extent required by the applicable rules of law.
While the foregoing has been with reference to a particular embodiment of the disclosure, it will be appreciated by those skilled in the art that changes in this embodiment may be made without departing from the principles and spirit of the disclosure, the scope of which is defined by the appended claims.
This application is a division of and claims priority under 35 USC 120 to U.S. patent application Ser. No. 16/152,374, filed Oct. 4, 2018 and entitled “Results Processing Circuits And Methods Associated With Computational Memory Cells”, U.S. patent application Ser. No. 15/709,399, filed Sep. 19, 2017 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells For Xor And Xnor Computations”, U.S. patent application Ser. No. 15/709,401, filed Sep. 19, 2017 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells For Xor And Xnor Computations”, U.S. patent application Ser. No. 15/709,379, filed Sep. 19, 2017 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells”, U.S. patent application Ser. No. 15/709,382, filed Sep. 19, 2017 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells”, and U.S. patent application Ser. No. 15/709,385, filed Sep. 19, 2017 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells” that in turn claim priority under 35 USC 119(e) and 120 and claim the benefit of U.S. Provisional Patent Application No. 62/430,767, filed Dec. 6, 2016 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells For Xor And Xnor Computations” and U.S. Provisional Patent Application No. 62/430,762, filed Dec. 6, 2016 and entitled “Computational Dual Port Sram Cell And Processing Array Device Using The Dual Port Sram Cells”, the entirety of all of which are incorporated herein by reference.
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