The present disclosure relates generally to semiconductor memory apparatuses and methods, and more particularly, to apparatuses and methods related to simulating access lines in memory.
Memory devices are typically provided as internal, semiconductor, integrated circuits in computers or other electronic systems. There are many different types of memory including volatile and non-volatile memory. Volatile memory can require power to maintain its data (e.g., host data, error data, etc.) and includes random access memory (RAM), dynamic random access memory (DRAM), static random access memory (SRAM), synchronous dynamic random access memory (SDRAM), and thyristor random access memory (TRAM), among others. Non-volatile memory can provide persistent data by retaining stored data when not powered and can include NAND flash memory, NOR flash memory, and resistance variable memory such as phase change random access memory (PCRAM), resistive random access memory (RRAM), and magnetoresistive random access memory (MRAM), such as spin torque transfer random access memory (STT RAM), among others.
Electronic systems often include a number of processing resources (e.g., one or more processors), which may retrieve and execute instructions and store the results of the executed instructions to a suitable location. A processor can comprise a number of functional units (e.g., herein referred to as functional unit circuitry (FUC)) such as arithmetic logic unit (ALU) circuitry, floating point unit (FPU) circuitry, and/or a combinatorial logic block, for example, which can execute instructions to perform logical operations such as AND, OR, NOT, NAND, NOR, and XOR logical operations on data (e.g., one or more operands).
A number of components in an electronic system may be involved in providing instructions to the functional unit circuitry for execution. The instructions may be generated, for instance, by a processing resource such as a controller and/or host processor. Data (e.g., the operands on which the instructions will be executed to perform the logical operations) may be stored in a memory array that is accessible by the FUC. The instructions and/or data may be retrieved from the memory array and sequenced and/or buffered before the FUC begins to execute instructions on the data. Furthermore, as different types of operations may be executed in one or multiple clock cycles through the FUC, intermediate results of the operations and/or data may also be sequenced and/or buffered.
In many instances, the processing resources (e.g., processor and/or associated FUC) may be external to the memory array, and data can be accessed (e.g., via a bus between the processing resources and the memory array) to execute instructions. Data can be moved from the memory array to registers external to the memory array via a bus.
The present disclosure includes apparatuses and methods related to simulating access lines in memory. Access lines can be simulated by receiving a first bit-vector and a second bit-vector in a format associated with storing the first bit-vector in memory cells coupled to a first access line and a first number of sense lines and storing the second bit-vector in memory cells coupled to a second access line and the first number of sense lines. The method can include storing the first bit-vector in a number of memory cells coupled to the first access line and a second number of sense lines and storing the second bit-vector in a number of memory cells coupled to the first access line and a third number of sense lines, wherein a quantity of the first number of sense lines is less than a quantity of the second and the third number of sense lines. A quantity of the first number of sense lines can be less than a quantity of the second and the third number of sense lines. The method can also include performing an operation on the first bit-vector and the second bit-vector.
A memory device can comprise one or more banks, each of which is an array of sense lines and access lines (which may be referred to herein as word lines or select lines). Each sense line can be coupled to a plurality of sense amplifiers and/or compute components. A memory array can be used to perform a number of operations. A speed associated with performing a number of operations in a memory array can be based on a quantity of sense lines in the memory array. A memory size of the memory array and/or memory device can be based on a quantity of access lines and a quantity of sense lines.
Simulated hardware is implemented using physical hardware. A memory array with a first quantity of sense lines and first quantity of access lines can simulate a memory array with a second quantity of sense lines and a second quantity of access lines, the first quantity of sense lines being greater than the second quantity of sense lines and the second quantity of access lines being greater than the first quantity of access lines. For example, a simulated memory array with 612 sense lines and 1024 access lines can be simulated (e.g., emulated) using a physical memory array with 1024 sense lines and 612 access lines. As used herein, the term physical is used to differentiate hardware from simulated hardware. As such, a physical access line is a non-simulated access line. As used herein, simulating a memory array can include simulating a number of sense lines and access lines that compose the simulated memory array.
A first type of operation can be executed on a first memory array with more sense lines and fewer access lines than a second memory array. A second type of operation can be executed on a second memory array with fewer sense lines and more access lines than the first memory array. It may be desirable to use a memory array to execute both types of operations. For example, a first memory array with more sense lines and fewer access lines than a second memory array can be used to execute both types of operations by simulating the second memory array using the first memory array.
Simulating the second memory array using the first memory array with more sense lines and fewer access lines than the second memory array provides the ability to perform both types of operations efficiently. In a number of examples, performing a number of operations on a simulated second memory array using the first memory array with more sense lines and fewer access lines than the simulated second memory array can be faster than performing the number of operations on a non-simulated second memory array with fewer sense lines and more access lines than the first memory array because the first memory array has more sense lines than the non-simulated second memory array.
A simulated second memory array with more access lines and fewer sense lines can be emulated by a first memory array with more sense lines and fewer access lines than a second memory array if the quantity of sense lines in the first memory array is greater than the quantity of sense lines in the second memory array and if the quantity of access lines in the first memory array is less than the quantity of access lines in the second memory array. A memory array with a first quantity of sense lines and a first quantity of access lines can emulate a simulated memory array with a second quantity of sense lines and a second quantity of access lines if a product of the first quantity of sense lines and the first quantity of access lines is at least a product of the second quantity of sense lines and the second quantity of access lines. In a number of examples, a portion of the sense lines and/or a portion of the access lines of a physical memory array can be used to emulate a simulated array that is comprised of simulated sense lines and simulated access lines provided that the product of the portion of sense lines and the portion of the access lines of the physical array is equal to the product of the number of simulated sense lines and the number of simulated access lines of the simulated array.
A number of embodiments of the present disclosure can provide a reduction of the number of computations and/or time involved in performing operations in a simulated array using a physical memory array. For instance, the number of computations and/or the time can be reduced due to an ability to perform various portions of the number of operations in parallel (e.g., simultaneously). Performing a number of operations as described herein can also reduce power consumption as compared to previous approaches. In accordance with a number of embodiments, an operation can be performed on a simulated memory array using a physical memory array without transferring data out of the memory array and/or sensing circuitry via a bus (e.g., data bus, address bus, control bus, etc.). An operation can involve performing a number of operations (e.g., AND operations, OR operations, SHIFT operations, INVERT operations, and an any-bit-set testing operation, referred to herein as a Block_OR operation, etc.). The Block_OR operation can determine whether a particular bit is stored within a number of memory cells, for example, whether a “1” bit is stored in any memory cell of a group of memory cells (such as memory cells 303-0 to 303-J in array 330 of
In various previous approaches, performing an operation on a bit-vector can include transferring the bit-vector from the array and sensing circuitry to a number of registers via a bus comprising input/output (I/O) lines. The number of registers can be used by a processing resource such as a processor, microprocessor, and/or compute engine, which may comprise ALU circuitry and/or other functional unit circuitry configured to perform the appropriate logical operations. However, often only a single operation can be performed by the ALU circuitry, and transferring data to/from memory from/to registers via a bus can involve significant power consumption and time requirements. Even if the processing resource is located on a same chip as the memory array, significant power can be consumed in moving data out of the array to the compute circuitry (e.g., ALU). For example, moving the data from the memory array to the processing resource can include performing a sense line address access (e.g., firing of a column decode signal) in order to transfer data from sense lines onto I/O lines, moving the data to the array periphery, and providing the data to a register in association with performing an operation, for instance.
Furthermore, the circuitry of the processing resource(s) (e.g., compute engine) may not conform to pitch rules associated with a memory array. For example, the cells of a memory array may have a 4F2 or 6F2 cell size, where “F” is a feature size corresponding to the cells. As such, the devices (e.g., logic gates) associated with ALU circuitry of previous PIM systems may not be capable of being formed on pitch with the memory cells, which can affect chip size and/or memory density, for example.
For example, the sensing circuitry 150 described herein can be formed on a same pitch as a pair of complementary sense lines. As an example, a pair of complementary memory cells may have a cell size with a 6F2 pitch (e.g., 3F×2F). If the pitch of a pair of complementary sense lines for the complementary memory cells is 3F, then the sensing circuitry being on pitch indicates the sensing circuitry (e.g., a sense amplifier and corresponding compute component per respective pair of complementary sense lines) is formed to fit within the 3F pitch of the complementary sense lines. In the following detailed description of the present disclosure, reference is made to the accompanying drawings that form a part hereof, and in which is shown by way of illustration how one or more embodiments of the disclosure may be practiced. These embodiments are described in sufficient detail to enable those of ordinary skill in the art to practice the embodiments of this disclosure, and it is to be understood that other embodiments may be utilized and that process, electrical, and/or structural changes may be made without departing from the scope of the present disclosure. As used herein, the designators “S,” “T,” “U,” “V,” “W,” etc., particularly with respect to reference numerals in the drawings, indicates that a number of the particular feature so designated can be included. As used herein, “a number of” a particular thing can refer to one or more of such things (e.g., a number of memory arrays can refer to one or more memory arrays).
The figures herein follow a numbering convention in which the first digit or digits correspond to the drawing figure number and the remaining digits identify an element or component in the drawing. Similar elements or components between different figures may be identified by the use of similar digits. For example, 231 may reference element “31” in
System 100 includes a host 110 coupled to memory device 120, which includes a memory array 130. Host 110 can be a host system such as a personal laptop computer, a desktop computer, a digital camera, a mobile telephone, or a memory card reader, among various other types of hosts. Host 110 can include a system motherboard and/or backplane and can include a number of processing resources (e.g., one or more processors, microprocessors, or some other type of controlling circuitry). The system 100 can include separate integrated circuits or both the host 110 and the memory device 120 can be on the same integrated circuit. The system 100 can be, for instance, a server system and/or a high performance computing (HPC) system and/or a portion thereof. Although the example shown in
For clarity, the system 100 has been simplified to focus on features with particular relevance to the present disclosure. The memory array 130 can be a DRAM array, SRAM array, STT RAM array, PCRAM array, TRAM array, RRAM array, NAND flash array, and/or NOR flash array, for instance. The array 130 can comprise memory cells arranged in rows coupled by access lines and columns coupled by sense lines (which may be referred to herein as digit lines or data lines). Although a single array 130 is shown in
The memory device 120 includes address circuitry 142 to latch address signals provided over an I/O bus 156 (e.g., a data bus) through I/O circuitry 144. Address signals are received and decoded by a row decoder 146 and a column decoder 152 to access the memory array 130. Data can be read from memory array 130 by sensing voltage and/or current changes on the sense lines using sensing circuitry 150. The sensing circuitry 150 can read and latch a page (e.g., row) of data from the memory array 130. The I/O circuitry 144 can be used for bi-directional data communication with host 110 over the I/O bus 156. The write circuitry 148 is used to write data to the memory array 130.
Control circuitry 140 (e.g., memory controller) decodes signals provided by control bus 154 from the host 110. These signals can include chip enable signals, write enable signals, and address latch signals that are used to control operations performed on the memory array 130, including data read, data write, and data erase operations. In various embodiments, the control circuitry 140 is responsible for executing instructions from the host 110. The control circuitry 140 can be a state machine, a sequencer, or some other type of controller.
An example of the sensing circuitry 150 is described further below in association with
In various previous approaches, data associated with an operation, for instance, would be read from memory via sensing circuitry and provided to an external ALU. The external ALU circuitry would perform the operations using bit-vectors (which may be referred to as operands or inputs) and the result could be transferred back to the array via the local I/O lines. In contrast, in a number of embodiments of the present disclosure, sensing circuitry (e.g., 150) is configured to perform an operation on data stored in memory cells in memory array 130 that emulate a simulated memory array and store the result back to the array 130 without enabling a local I/O line coupled to the sensing circuitry.
As such, in a number of embodiments, registers and/or an ALU external to array 130 and sensing circuitry 150 may not be needed to perform the operation as the sensing circuitry 150 can be operated to perform the appropriate computations involved in performing the operation using the address space of memory array 130 that emulates a simulated array. Additionally, the operation can be performed without the use of an external processing resource.
Memory cells can be coupled to different data lines and/or word lines. For example, a first source/drain region of a transistor 202-3 can be coupled to data line 205-1 (D), a second source/drain region of transistor 202-3 can be coupled to capacitor 203-3, and a gate of a transistor 202-3 can be coupled to word line 204-Y. A first source/drain region of a transistor 202-4 can be coupled to data line 205-2 (D_), a second source/drain region of transistor 202-4 can be coupled to capacitor 203-4, and a gate of a transistor 202-4 can be coupled to word line 204-X. The cell plate, as shown in
The memory array 230 is coupled to sensing circuitry 250-1, 250-2, 250-3, etc., in accordance with a number of embodiments of the present disclosure. Sensing circuitry comprises a sense amplifier and a compute component corresponding to respective columns of memory cells (e.g., coupled to respective pairs of complementary data lines). In this example, the sensing circuitry 250-1 comprises a sense amplifier 206-1 and a compute component 231-1 corresponding to respective columns of memory cells (e.g., memory cells 201-1 and 201-2 coupled to respective pairs of complementary data lines). Sensing circuitry 250-2 comprises a sense amplifier 206-2 and a compute component 231-2 corresponding to respective columns of memory cells (e.g., memory cells 201-3 and 201-4 coupled to respective pairs of complementary data lines). Sensing circuitry 250-3 comprises a sense amplifier 206-3 and a compute component 231-3 corresponding to respective columns of memory cells (e.g., memory cells 201-5 and 201-6 coupled to respective pairs of complementary data lines). A sense amplifier (e.g., sense amplifier 206-1) can comprise a cross coupled latch, which can be referred to herein as a primary latch. The sense amplifier (e.g., sense amplifier 206-1) can be configured, for example, as described with respect to
In the example illustrated in
In this example, data line D 205-1 can be coupled to a first source/drain region of transistors 216-1 and 239-1, as well as to a first source/drain region of load/pass transistor 218-1. Data line D_ 205-2 can be coupled to a first source/drain region of transistors 216-2 and 239-2, as well as to a first source/drain region of load/pass transistor 218-2.
The gates of load/pass transistor 218-1 and 218-2 can be commonly coupled to a LOAD control signal, or respectively coupled to a PASSD/PASSDB control signal, as discussed further below. A second source/drain region of load/pass transistor 218-1 can be directly coupled to the gates of transistors 216-1 and 239-2. A second source/drain region of load/pass transistor 218-2 can be directly coupled to the gates of transistors 216-2 and 239-1.
A second source/drain region of transistor 216-1 can be directly coupled to a first source/drain region of pull-down transistor 214-1. A second source/drain region of transistor 239-1 can be directly coupled to a first source/drain region of pull-down transistor 207-1. A second source/drain region of transistor 216-2 can be directly coupled to a first source/drain region of pull-down transistor 214-2. A second source/drain region of transistor 239-2 can be directly coupled to a first source/drain region of pull-down transistor 207-2. A second source/drain region of each of pull-down transistors 207-1, 207-2, 214-1, and 214-2 can be commonly coupled together to a reference voltage (e.g., ground (GND) 291-1). A gate of pull-down transistor 207-1 can be coupled to an AND control signal line, a gate of pull-down transistor 214-1 can be coupled to an ANDinv control signal line 213-1, a gate of pull-down transistor 214-2 can be coupled to an ORinv control signal line 213-2, and a gate of pull-down transistor 207-2 can be coupled to an OR control signal line.
The gate of transistor 239-1 can be referred to as node S1, and the gate of transistor 239-2 can be referred to as node S2. The circuit shown in
The configuration of compute component 231-2 shown in
Inverting transistors can pull-down a respective data line in performing certain logical operations. For example, transistor 216-1 (having a gate coupled to S2 of the dynamic latch) in series with transistor 214-1 (having a gate coupled to an ANDinv control signal line 213-1) can be operated to pull-down data line 205-1 (D), and transistor 216-2 (having a gate coupled to S1 of the dynamic latch) in series with transistor 214-2 (having a gate coupled to an ORinv control signal line 213-2) can be operated to pull-down data line 205-2 (D_).
The latch 264 can be controllably enabled by coupling to an active negative control signal line 212-1 (ACCUMB) and an active positive control signal line 212-2 (ACCUM) rather than be configured to be continuously enabled by coupling to ground and VDD. In various embodiments, load/pass transistors 208-1 and 208-2 can each have a gate coupled to one of a LOAD control signal or a PASSD/PASSDB control signal.
According to some embodiments, the gates of load/pass transistors 218-1 and 218-2 can be commonly coupled to a LOAD control signal. In the configuration where the gates of load/pass transistors 218-1 and 218-2 are commonly coupled to the LOAD control signal, transistors 218-1 and 218-2 can be load transistors.
According to some embodiments, the gate of load/pass transistor 218-1 can be coupled to a PASSD control signal, and the gate of load/pass transistor 218-2 can be coupled to a PASSDB control signal. In the configuration where the gates of transistors 218-1 and 218-2 are respectively coupled to one of the PASSD and PASSDB control signals, transistors 218-1 and 218-2 can be pass transistors. Pass transistors can be operated differently (e.g., at different times and/or under different voltage/current conditions) than load transistors. As such, the configuration of pass transistors can be different than the configuration of load transistors. As used herein, configuration is intended to mean size, doping level, and transition type.
Load transistors can be configured (e.g., can be sized, doped, etc.) to handle loading specifications associated with coupling data lines to the local dynamic nodes S1 and S2, for example. Pass transistors, however, can be configured to handle heavier loading associated with coupling data lines to an adjacent accumulator (e.g., through the adjacent compute component 231-3 and shift circuitry 223-2 in memory array 230, as shown in
In a number of embodiments, the compute component 231-2, including the latch 264, can comprise a number of transistors formed on pitch with the transistors of the corresponding memory cells of an array (e.g., array 230 shown in
The voltages or currents on the respective data lines D and D_ can be provided to the respective latch inputs 217-1 and 217-2 of the cross coupled latch 264 (e.g., the input of the secondary latch). In this example, the latch input 217-1 is coupled to a first source/drain region of transistors 208-1 and 209-1 as well as to the gates of transistors 208-2 and 209-2. Similarly, the latch input 217-2 can be coupled to a first source/drain region of transistors 208-2 and 209-2 as well as to the gates of transistors 208-1 and 209-1.
In this example, a second source/drain region of transistor 209-1 and 209-2 is commonly coupled to a negative control signal line 212-1 (e.g., ground (GND) or ACCUMB control signal similar to control signal RnIF shown in
The enabled cross coupled latch 264 operates to amplify a differential voltage between latch input 217-1 (e.g., first common node) and latch input 217-2 (e.g., second common node) such that latch input 217-1 is driven to either the activated positive control signal voltage (e.g., VDD) or the activated negative control signal voltage (e.g., ground), and latch input 217-2 is driven to the other of the activated positive control signal voltage (e.g., VDD) or the activated negative control signal voltage (e.g., ground).
As shown in
In the example illustrated in
Although the shift circuitry 223-2 shown in
Embodiments of the present disclosure are not limited to the configuration of shift circuitry 223-2 shown in
Although not shown in
The functionality of the sensing circuitry 250-2 of
Initially storing the result of a particular operation in the sense amplifier 206-2 (e.g., without having to perform an additional operation to move the result from the compute component 231-2 (e.g., accumulator) to the sense amplifier 206-2) is advantageous because, for instance, the result can be written to a row (of the array of memory cells) or back into the accumulator without performing a precharge cycle (e.g., on the complementary data lines 205-1 and/or 205-2).
In a number of embodiments, a sense amplifier (e.g., 206-2) can comprise a number of transistors formed on pitch with the transistors of the corresponding compute component 231-2 and/or the memory cells of an array (e.g., 230 shown in
The voltages or currents on the respective data lines D and D_ can be provided to the respective latch inputs 233-1 and 233-2 of the cross coupled latch 215 (e.g., the input of the primary latch). In this example, the latch input 233-1 is coupled to a first source/drain region of transistors 227-1 and 229-1 as well as to the gates of transistors 227-2 and 229-2. Similarly, the latch input 233-2 can be coupled to a first source/drain region of transistors 227-2 and 229-2 as well as to the gates of transistors 227-1 and 229-1. The compute component 231-2, which may be referred to herein as an accumulator, can be coupled to latch inputs 233-1 and 233-2 of the cross coupled latch 215 as shown; however, embodiments are not limited to the example shown in
In this example, a second source/drain region of transistor 227-1 and 227-2 is commonly coupled to an active negative control signal 228 (RnIF). A second source/drain region of transistors 229-1 and 229-2 is commonly coupled to an active positive control signal 265 (ACT). The ACT signal 265 can be a supply voltage (e.g., VDD) and the RnIF signal can be a reference voltage (e.g., ground). Activating signals 228 and 265 enables the cross coupled latch 215.
The enabled cross coupled latch 215 operates to amplify a differential voltage between latch input 233-1 (e.g., first common node) and latch input 233-2 (e.g., second common node) such that latch input 233-1 is driven to one of the ACT signal voltage and the RnIF signal voltage (e.g., to one of VDD and ground), and latch input 233-2 is driven to the other of the ACT signal voltage and the RnIF signal voltage.
The sense amplifier 206-2 can also include circuitry configured to equilibrate the data lines D and D_ (e.g., in association with preparing the sense amplifier for a sensing operation). In this example, the equilibration circuitry comprises a transistor 224 having a first source/drain region coupled to a first source/drain region of transistor 225-1 and data line D 205-1. A second source/drain region of transistor 224 can be coupled to a first source/drain region of transistor 225-2 and data line D_ 205-2. A gate of transistor 224 can be coupled to gates of transistors 225-1 and 225-2.
The second source drain regions of transistors 225-1 and 225-2 are coupled to an equilibration voltage 238 (e.g., VDD/2), which can be equal to VDD/2, where VDD is a supply voltage associated with the array. The gates of transistors 224, 225-1, and 225-2 can be coupled to control signal 226 (EQ). As such, activating EQ enables the transistors 224, 225-1, and 225-2, which effectively shorts data line D to data line D_ such that the data lines D and D_ are equilibrated to equilibration voltage VDD/2. According to a number of embodiments of the present disclosure, a number of logical operations can be performed using the sense amplifier 206-2 and compute component 231-2, and the result can be stored in the sense amplifier and/or compute component.
The sensing circuitry 250-2 (e.g., 250-2 in
As described further below, the sense amplifier 206-2 can, in conjunction with the compute component 231-2, be operated to perform various logical operations using data from an array as input. In a number of embodiments, the result of a logical operation can be stored back to the array without transferring the data via a data line address access (e.g., without firing a column decode signal such that data is transferred to circuitry external to the array and sensing circuitry via local I/O lines). As such, a number of embodiments of the present disclosure can enable performing various operations (e.g., logical operations, mathematical operations, etc.) using less power than various previous approaches. Additionally, since a number of embodiments eliminate the need to transfer data across I/O lines in order to perform operations (e.g., between memory and discrete processor), a number of embodiments can enable an increased parallel processing capability as compared to previous approaches.
The columns of memory cells can be coupled to sensing circuitry (e.g., sensing circuitry 150 shown in
In a number of embodiments, the sensing circuitry (e.g., compute components 331 and sense amplifiers 306) is configured to perform an operation on bit-vectors stored in array 330 that emulates a simulated array. As an example, a first bit-vector can be stored in a first group of memory cells coupled to a number of sense lines (e.g., a first group of sense lines from 305-0 to 305-S) and to a number of access lines (e.g., a 304-0 to 304-R), and a second bit-vector can be stored in a second group of memory cells coupled to a different number of sense lines (e.g., a second group of sense lines from 305-0 to 305-S) and the number of access lines (e.g., 304-0 to 304-R). The result of the operation can be stored (e.g., as a bit-vector(s)) in a third group of memory cells coupled to the number of access lines (e.g., 304-0 to 304-R) and to a different and/or same number of sense lines (e.g., a third group of sense lines from 305-0 to 305-S). For example, the third group of memory cells can be a same group of memory cells as the first group of memory cells or the second group of memory cells (e.g., a result of an operation can be written over a currently stored bit-vector).
An example, performing an operation on bit-vectors stored in array 330 that emulates a simulated array is described below in association with
In a number of examples, an operation includes performing a number of AND operations, OR operations, SHIFT operations, INVERT operations, XOR operations, and Block_OR operations. The AND operations, OR operations, SHIFT operations, XOR operations, and INVERT operations can be performed without transferring data via an input/output (I/O) line. The number of AND operations, OR operations, XOR operations, INVERT operations, and SHIFT operations can be performed using sensing circuitry on pitch with the memory array and with each of a number of columns of complementary sense lines.
In the examples provided in
Emulating simulated array 438 can include dividing the sense lines 405 of the memory array 430-A into a number of equal-sized groups and combining each of the equal size groups of sense lines 405 into a single logical simulated sense line. For example, sense lines 405 can be divided into four equal groups. The first group of sense lines can include sense lines 405-0, 405-1. The second group of sense lines can include sense lines 405-2, 405-3. The third group of sense lines can include sense lines 405-4, 405-5. The fourth group of sense lines can include sense lines 405-6, 405-7. The first group of sense lines can be combined to create a simulated sense line 435-0, the second group of sense lines can be combined to create a simulated sense line 435-1, the third group of sense lines can be combined to create a simulated sense line 435-2, the fourth group of sense lines can be combined to create a simulated sense line 435-3. The equal-sized groups of sense lines 405 can be divided using control software and/or hardware. As such, the first bit-vector to be stored in memory cells coupled to simulated access line 437-0 can be stored in memory cells coupled to access line 404-0. The second bit-vector to be stored in memory cells coupled to simulated access line 437-1 can be stored in memory cells coupled to access line 404-0. The third bit-vector to be stored in memory cells coupled to simulated access line 437-2 can be stored in memory cells coupled to access line 404-1. The fourth bit-vector to be stored in memory cells coupled to simulated access line 437-3 can be stored in memory cells coupled to access line 404-1.
Emulating simulated array 438 can also include mapping simulated access lines 437 to access lines 404. Each of the simulated access lines 437 can be mapped to portions of access lines 404. For example, simulated access line 437-0 maps to a first portion of access line 404-0 that is coupled to sense lines 405-0, 405-2, 405-4, 405-6, simulated access line 437-1 maps to a second portion of access line 404-0 that is coupled to sense lines 405-1, 405-3, 405-5, 405-7, simulated access line 437-2 maps to a first portion of access line 404-1 that is coupled to sense lines 405-0, 405-2, 405-4, 405-6, simulated access line 437-3 maps to a second portion of access line 404-1 that is coupled to sense lines 405-1, 405-3, 405-5, 405-7. For example, memory cells that store a0, a1, a2, a3 in the simulated memory array 437 and are coupled to simulated sense lines 435-0, 435-1, 435-2, 435-3 and simulated access line 437-0 can be mapped to memory cells that store a0, a1, a2, a3 in memory array 430-A and are coupled to access line 404-0 and sense lines 405-0, 405-2, 405-4, 405-6.
As such, a memory array 430-A with access lines 404-0,404-1 can emulate a simulated array 438 with simulated access lines 437-0 to 437-3 even though the quantity of access lines 404 is less than the quantity of simulated access lines 437. Emulating simulated array 438 using array 430-A with a lesser quantity of access lines 404 than simulated access lines 437 can result in a greater number of sense lines 405 being used to perform an operation as compared to the number simulated sense lines 435.
In
In a number of examples, a number of sense lines whose associated binary index differs by a particular digit can be combined. For example, a k sense line can be combined with a k XOR n sense line, where n is a power of two that depends on the array's physical structure and k is a physical sense line 405. For example, a first sense line with a decimal 0 index (e.g., a binary 000 index) can be combined with a second sense line with a decimal 2 index (e.g., binary 010) to emulate a first simulated sense line, where the decimal 2 index (e.g., binary 010) is the result of 000 XOR 010 (e.g., k=000 and n=010). A third sense line with a decimal 1 index (e.g., binary 001 index) can be combined with a fourth sense line with a decimal 3 index (e.g., binary 011 index) to emulate a second simulated sense line, where the decimal 3 index (e.g., binary 011 index) is the result of 001 XOR 010 (e.g., k=001 and n=010). A fifth sense line with a decimal 4 index (e.g., binary 100 index) can be combined with a sixth sense line with a decimal 6 index (e.g., binary 110 index) to emulate a third simulated sense line, where the decimal 6 index (e.g., binary 110 index) is the result of 100 XOR 010 (e.g., k=100 and n=010). A seventh sense line with a decimal 5 index (e.g., binary 101 index) can be combined with an eighth sense line with a decimal 7 index (e.g., binary 111 index) to emulate a fourth simulated sense line, where the decimal 7 index (e.g., binary 111 index) is the result of 101 XOR 010 (e.g., k=101 and n=010). In a number of examples, n can be equal to a power of two that is greater than 2 such as 512, 1024, 4096, 8192, or 16384, among other examples of a power of two. The above example is further described in
The decision on how to combine sense lines 405 can be based on a communication topology between the different sense lines 405. For example, the decision on how to combine sense lines 405 can be based on a shift circuitry (e.g., shift circuitry 223 in
The computation capabilities of the sensing circuitry 450 coupled to sense lines 405 can accelerate the performance of a number of operations as compared to the performance of the number of operations using simulated sensing circuitry 451 that is coupled to simulated sense lines 435. For example, performing an OR operation can include performing an OR operation on a first bit-vector “a” (e.g., [a0, a1, a2, a3]) and a second bit-vector “b” (e.g., [b0, b1, b2, b3]) resulting in a bit-vector “e” (e.g., [e0, e1, e2, e3]), not illustrated, wherein e0=a0 OR b0, e1=a1 OR b1, e2=a2 OR b2, and e3=a3 OR b3. Resulting bit-vector “e” can be stored from the sensing circuitry back into the array 430-A. Examples of performing a logical operation (e.g., OR and AND operations, among other logical operations) are described in
In at least one embodiment, an OR operation can be performed on bit-vectors a and d. For example, an OR operation can be performed on a first bit of each of bit-vectors a and d, along with the second, third, and fourth bits of each of bit-vectors a and d, respectively. Performing a0 OR d0 in a physical array 430 can include storing a0 in the sensing circuitry 450-0 and shifting a0 from sensing circuitry 450-0 to sensing circuitry 450-1 to align d0 and a0 in a same sense line 405-1. Performing an OR operation can also include storing d0 in the sensing circuitry 450-1 and shifting d0 from sensing circuitry 450-1 to sensing circuitry 450-0, to align d0 and a0 in a same simulated sense line 405-0. Once aligned, the sensing circuitry 450-0 and/or the sensing circuitry 450-1 can perform a0 OR d0. In a number of examples, each OR operation is completed before a subsequent OR operation is performed on a particular one of sensing circuitry 451. For example, a first OR operation can be completed before a second OR operation is performed on sensing circuitry 450-0.
In at least one embodiment, an OR operation can be performed on bit-vectors a and c as well as on b and d. For example, an OR operation can be performed on a first bit of each of bit-vectors a and c, along with the second, third, and fourth bits of each of bit-vectors a and c, respectively. In addition, an OR operation can be performed on a first bit of each of bit-vectors b and, along with the second, third, and fourth bits of each of bit-vectors b and d. Performing a0 OR c0 and b0 OR d0 in memory array 430-A can be faster as compared to performing a0 OR c0 and b0 OR d0 in a physical memory array that is configured as simulated memory array 438 is configured due to the ability to perform multiple OR operations at a same time. For example, a0 OR c0 and b0 OR d0 can be performed in sensing circuitry 450-0 and 450-1, respectively, in memory array 430-A in parallel or at the same time. In contrast, however, a0 OR c0 and b0 OR d0 in memory array 438 may not be performed in parallel. For example, a0 OR c0 would be performed prior to performing b0 OR d0 as each operation would use sensing circuitry 450-0 (which would be configured as sensing circuitry 451-0 in simulated array 438) one at a time. As such, performing an operation on portions (e.g., a first bit of each bit-vector, including a0, b0, c0, and d0, respectively) of bit-vectors a, b, c, and d in memory array 430-A can be faster than performing the operation on bit-vectors a, b, c, and d in simulated memory array 438 due to the ability to use parallelism in performing the operations.
An operation can be performed on simulated array 438 by mapping the operation to an array 430-A and performing the operation on array 430-A. For example, a load operation that stores a bit, that is stored in a memory cell coupled to a simulated access line i (e.g., a simulated access line from simulated access lines 437), in a simulated sensing circuitry 451 can be mapped to an array 430-A by storing a bit, stored in memory cells coupled to access line └i/2┘, in sensing circuitry 450 and shifting the bit by i mod 2 sensing circuitries. The brackets “└ ┐” represent a floor function that designates rounding a value downward to the largest integer less than or equal to the value. For example, a simulated access line i (e.g., simulated access lines 437) can be mapped to access line └i/2┘.
For example, mapping a load operation performed on the a0 bit (e.g., loading the a0 into simulated sensing circuitry 451-0) that is stored in a memory cell coupled to simulated access line 437-0 and simulated sense line 435-0 in simulated array 438 to physical array 430-A can include mapping simulated access line 437-0 to (e.g., i=0) access line 404-0 (e.g., └0/2┘=0). Loading the a0 bit can include storing the a0 bit, that is stored in a memory cell coupled to simulated sense line 435-0 and to simulated access line 437-0 (e.g., access line i=0), in simulated sensing circuitry 451-0 by storing the a0 bit, that is stored in a memory cell coupled to sense line 405-0 and access line 404-0 (e.g., access line └0/2 ┘=0) in array 430-A to sensing circuitry 450-0 and performing a shift operation on the a0 bit to move the a0 bit zero sensing circuitries (e.g., 0 mod 2=0).
Loading the a1 bit can include storing the a1 bit, that is stored in a memory cell coupled to simulated sense line 435-1 and to simulated access line 437-0 (e.g., access line i=0), into simulated sensing circuitry 451-1 by storing the a1 bit, that is stored in a memory cell coupled to sense line 405-2 and access line 404-0 (e.g., access line └0/2 ┘=0) in array 430-A to sensing circuitry 450-2 and performing a shift operation on the a1 bit to move the a1 bit zero sensing circuitries (e.g., 0 mod 2=0).
The b0 bit that is stored in a memory cell coupled to simulated sense line 435-0 and to simulated access line 437-1 (e.g., access line i=1) in simulated array 438 can be stored in simulated sensing circuitry 451-0 by storing the b0 bit that is stored in a memory cell coupled to sense line 405-1 and access line 404-0 (e.g., access line └1/2┘=0) in array 430-A to sensing circuitry 450-1 and shifting the b0 bit from sensing circuitry 450-1 to sensing circuitry 450-0. For example, the b0 bit can be left shifted one sensing circuitry (e.g., shift by 1 mod 2=1) from sensing circuitry 450-1 to sensing circuitry 450-0.
The b1 bit that is stored in a memory cell coupled to simulated sense line 435-1 and to simulated access line 437-1 (e.g., access line i=1) in simulated array 438 can be stored in simulated sensing circuitry 451-1 by storing the b1 bit that is stored in a memory cell coupled to sense line 405-3 and access line 404-0 (e.g., access line └1/2┘=0) in array 430-A to sensing circuitry 450-3 and shifting the b1 bit from sensing circuitry 450-3 to sensing circuitry 450-2. For example, the b1 bit can be left shifted one sensing circuitry (e.g., shift by 1 mod 2=1) from sensing circuitry 450-3 to sensing circuitry 450-2.
The c0 bit that is stored in a memory cell coupled to simulated sense line 435-0 and to simulated access line 437-2 (e.g., access line i=2) in simulated array 438 can be stored in simulated sensing circuitry 451-0 by storing the c0 bit that is stored in a memory cell coupled to sense line 405-0 and access line 404-1 (e.g., access line └2/2┘=1) in array 430-A to sensing circuitry 450-0 and performing a shift operation to move the c0 bit zero sensing circuitries (e.g., 2 mod 2=0).
The c1 bit that is stored in a memory cell coupled to simulated sense line 435-1 and to simulated access line 437-2 (e.g., access line i=2) in simulated array 438 can be stored in simulated sensing circuitry 451-1 by storing the c1 bit that is stored in a memory cell coupled to sense line 405-2 and access line 404-1 (e.g., access line └2/2┘=0) in array 430-A to sensing circuitry 450-2 and performing a shift operation to move the c1 bit zero sensing circuitries (e.g., 2 mod 2=0), or, put another way, not shifting the c1 bit.
The d0 bit that is stored in a memory cell coupled to simulated sense line 435-0 and to simulated access line 437-3 (e.g., access line i=3) in simulated array 438 can be stored in simulated sensing circuitry 451-0 by storing the d0 bit that is stored in a memory cell coupled to sense line 405-1 and access line 404-1 (e.g., access line └3/2┘=1) in array 430-A to sensing circuitry 450-1 and shifting the d0 bit from sensing circuitry 450-1 to sensing circuitry 450-0. For example, the d0 bit can be left shifted one sensing circuitry (e.g., shift by 3 mod 2=1) from sensing circuitry 450-1 to sensing circuitry 450-0.
The d1 bit that is stored in a memory cell coupled to simulated sense line 435-1 and to simulated access line 437-3 (e.g., access line i=3) in simulated array 438 can be stored in simulated sensing circuitry 451-1 by storing the d1 bit that is stored in a memory cell coupled to sense line 405-3 and access line 404-1 (e.g., access line └3/2┘=0) in array 430-A to sensing circuitry 450-3 and shifting the d1 bit from sensing circuitry 450-3 to sensing circuitry 450-2. For example, the d1 bit can be left shifted one sensing circuitry (e.g., shift by 3 mod 2=1) from sensing circuitry 450-3 to sensing circuitry 450-2.
A store operation can move a bit from a sensing circuitry to a memory cell in an array. In a number of examples, a bit can be moved from a simulated sensing circuitry 451 to a memory cell to store a result of an operation performed by simulated sensing circuitry 451. Mapping a store operation performed in a simulated array 438 to a store operation performed in array 430-A can include performing an additional shift operation to perform a store operation in array 430-A as compared to a store operation in simulated array 438. Moving (e.g., storing) a bit from a simulated sensing circuitry 451 to a memory cell coupled to a simulated sense line 435 and a simulated access line 437 can include shifting a bit stored in a sensing circuitry 450 by i mod 2 and moving the shifted bit to a memory cell coupled to access line └i/2┘.
For example, moving the a0 bit from simulated sensing circuitry 451-0 to a memory cell coupled to simulated sensing line 435-0 and simulated access line 437-0 (e.g., i=0) can include shifting the a0 bit that is stored in sensing circuitry 450-0 by zero sensing circuitries (e.g., 0 mod 2=0) and moving the a0 bit to a memory cell coupled to access line 404-0 (e.g., └0/2┘=0) and sense line 405-0. For example, the a0 bit is not left shifted before it is stored in the memory cell coupled to access line 404-0.
Moving the a3 bit from simulated sensing circuitry 451-3 to a memory cell coupled to simulated sensing line 435-3 and simulated access line 437-0 (e.g., i=0) can include right shifting the a3 bit that is stored in sensing circuitry 450-6 zero sensing circuitries (e.g., 0 mod 2=0) and moving the a3 bit to a memory cell coupled to access line 404-0 (e.g., └0/2┘=0) and sense line 405-6.
Moving the d0 bit from simulated sensing circuitry 451-0 to a memory cell coupled to simulated sensing line 435-0 and simulated access line 437-3 (e.g., i=3) can include right shifting the d0 bit that is stored in sensing circuitry 450-0 one sensing circuitry (e.g., 3 mod 2=1) to sensing circuitry 450-1 and moving the d0 bit to a memory cell coupled to access line 404-1 (e.g., └3/2┘=1) and sense line 405-1.
A logical operation such as an AND, OR, and/or XOR operation, among other logical operations, can be mapped to memory array 430-A. Performing a logical operation in simulated memory array 438 can include performing an operation on two bits that are stored in a same sensing circuitry without shifting the bits from one sensing circuitry to a different censing circuitry. For example, performing a logical operation on a0 and b0 in simulated memory array 438 can include performing the logical operation on the a0 bit and the b0 bit which are stored in the simulated sensing circuitry 451-0 without shifting the a0 bit and/or the b0 bit.
Mapping the logical operation to memory array 430-A can include shifting (e.g., left shift operation) a first bit from a first sensing circuitry to a second sensing circuitry that is i mod 2 sensing circuitries from the first sensing circuitry, performing the logical operation on a second bit stored in a memory cell coupled to a particular access line (e.g., access line └i/2┘) and the shifted first bit in the second sensing circuitry, and shifting (e.g., right shift operation) the result bit of the logical operation by i mod 2 sensing circuitries to the first sensing circuitry. The variable i is equal to an index associated with the simulated access line 437 in which the first bit was originally stored. The first bit can be shifted before performing the logical operation to align the first bit with the second bit. The first bit is shifted after performing the logical operation to return the result of the logical operation to a sense line that is coupled to a memory cell that stores the first bit.
For example, ORing a0 and b0 in simulated array 438 can be mapped to memory array 430-A by determining that the b0 bit is stored in a memory cell coupled to simulated access line 437-1 with an index equal to one (e.g., i=1). Mapping an OR operation can also include left shifting the b0 bit that is stored in sensing circuitry 450-1 to sensing circuitry 450-0 which is one (e.g. 1 mod 2=0) sensing circuitries from sensing circuitry 450-1. Mapping the OR operation can also include performing an OR operation on a0 which is stored in a memory cell coupled to access line 404-0 (e.g., access line └0/2┘=0) and b0 which is stored in sensing circuitry 450-0. Mapping the OR operation can also include right shifting the result bit of the OR operation from sensing circuitry 450-0 to sensing circuitry 450-1 which is one (e.g. 1 mod 2=0) sensing circuitry from sensing circuitry 450-0.
ORing c3 and d3 in simulated array 438 can be mapped to memory array 430-A by, determining that the d3 bit was originally stored in a memory cell coupled to simulated access line 437-3 with an index equal to three (e.g., i=3). Mapping an OR operation can also include left shifting the b3 bit that is stored in sensing circuitry 450-7 to sensing circuitry 450-6 which is one (e.g. 3 mod 2=1) sensing circuitries from sensing circuitry 450-7. Mapping the OR operation can also include performing an OR operation on c3 which is stored in a memory cell coupled to access line 404-1 (e.g., access line └3/2┘=1) and d3 which is stored in sensing circuitry 450-6. Mapping the OR operation can also include right shifting the result bit of the OR operation from sensing circuitry 450-6 to sensing circuitry 450-7 which is one (e.g. 3 mod 2=1) sensing circuitry from sensing circuitry 450-6.
A shift operation performed on simulated memory array 438 can be mapped to memory array 430-A based on how the simulated sense lines 435 are mapped to the sense lines 405. If the pairs of adjacent sense lines 405 are joined to emulate a single simulated sense line 435 as shown in
Loading, storing, and performing logical operations can include shifting left and/or right. Shifting left and/or right is used herein to denote shifting towards a most significant bit (MSB) and/or a least significant bit (LSB), respectively. However, the meaning of a left shift and/or right shift can change as the placement of the MSB and/or the LSB changes within a memory array.
In a number of examples, storing data into the memory array 430-A and/or reading data from the memory array 430-A can be based on a mapping between the simulated sense lines 435 and the sense lines 405. For example, an instruction to store a bit-vector into a simulated sense line in simulated memory array 438 can be received from host 110 at controller 140. Controller 140 can distribute the bits from the bit-vector into a number of sense lines 405 that are joined to emulate the simulated sense line. If a bit-vector is received with instructions to store the bit-vector in memory cells that are coupled to simulated sense lines 435-0 to 435-3 and simulated access lines 437-0 to 437-3, then the controller 140 can store the bit-vector in memory cells coupled to sense lines 405-0 to 405-7 and access lines 404-0 to 404-1 as shown in
The simulated sense lines 435 can be mapped to sense lines 405. For example, simulated sense line 435 with indexes or indices equal to m, m+1, . . . m+3 can be mapped to sense lines 405 with an index equal to m, m+2, . . . , m+6. In
Reading a bit-vector from memory cells coupled to a number of sense lines in memory array 430-A can include compressing the bits of a bit-vector. Compressing the bits of a bit-vector can include reading a number of portions of the bit-vector and combining the number of portions of the bit-vector into a single bit-vector. For example, the controller 140 can read the b bit-vector by reading a first portion (e.g., b0) of the b bit-vector, a second portion (e.g., b1) of the b bit-vector, a third portion (e.g., b2) of the b bit-vector, and a fourth portion (e.g., b3) of the b bit-vector. The controller 140, can then combine the first portion, the second portion, the third portion, and the fourth portion of the b bit-vector to create the b bit-vector (e.g., b0, b1, b2, b3). The controller 140 can then provide the b bit-vector to a device that requested the b bit-vector such as host 110.
Although the examples provided in
In a number of examples, the controller 140 in
Emulating array 438 can include dividing the sense lines 405 of the memory array 430-B into a number of equal-sized groups and combining each of the equal size groups of sense lines 405 into a single logical simulated sense line. For example, sense lines 405 can be divided into four equal groups. The first group of sense lines can include sense lines 405-0, 405-2. The second group of sense lines can include sense lines 405-1, 405-3. The third group of sense lines can include sense lines 405-4, 405-6. The fourth group of sense lines can include sense lines 405-5, 405-7.
The first group of sense lines can be combined to create a simulated sense line 435-0. The second group of sense lines can be combined to create a simulated sense line 435-1. The third group of sense lines can be combined to create a simulated sense line 435-2. The fourth group of sense lines can be combined to create a simulated sense line 435-3.
The equal-sized groups of sense lines 405 can be divided using control software and/or hardware. As such, bits to be stored in memory cells coupled to simulated sense line 435-0 can be stored in memory cells coupled to sense lines 405-0, 405-2, bits to be stored in memory cells coupled to simulated sense line 435-1 can be stored in memory cells coupled to sense lines 405-1, 405-3, bits to be stored in memory cells coupled to simulated sense line 435-2 can be stored in memory cells coupled to sense lines 405-4, 405-6, and bits to be stored in memory cells coupled to simulated sense line 435-3 can be stored in memory cells coupled to sense lines 405-5, 405-7.
Emulating array 438 can also include mapping simulated access lines 437 to access lines 404. Each of the simulated access lines 437 can be mapped to portions of access lines 404. For example, simulated access line 437-0 maps to a first portion of access line 404-0 that is coupled to sense lines 405-0, 405-1, 405-4, 405-5, simulated access line 437-1 maps to a second portion of access line 404-0 that is coupled to sense lines 405-2, 405-3, 405-6, 405-7, simulated access line 437-2 maps to a first portion of access line 404-1 that is coupled to sense lines 405-0, 405-1, 405-4, 405-5, and simulated access line 437-3 maps to a second portion of access line 404-1 that is coupled to sense lines 405-2, 405-3, 405-6, 405-7. For example, memory cells that store a0 and a1 in the simulated memory array 437 and are coupled to simulated sense lines 435-0, 435-1 and simulated access line 437-0 can be mapped to a memory cells that store a0 and a1 in memory array 430-B and are coupled to access line 404-0 and sense lines 405-0, 405-1.
In
In a number of examples, storing data into the memory array 430-B and/or reading data from the memory array 430-B can be based on a mapping between the simulated sense lines 435 and the sense lines 405. For example, an instruction to store a bit-vector into memory cells coupled to a simulated sense line in simulated memory array 438 can be received from host 110 at controller 140. Controller 140 can distribute the bits from the bit-vector into a number of sense lines 405 that are joined to emulate the simulated sense line.
If a bit-vector is received with instructions to store the bit-vector in memory cells that are coupled to simulated sense lines 435-0 to 435-3 and simulated access line 437-0, then the controller 140 can store the bit-vector in memory cells coupled to sense lines 405-0, 405-1, 405-4, 405-5 and access lines 404-0 as shown in
Storing a bit-vector (e.g., data) into simulated memory array 438 can be mapped into storing the bit-vector into memory array 430-B. Storing the a bit-vector into simulated memory array 438 can include storing the a0 bit in a memory cell coupled to simulated sense line 435-0 and simulated access line 437-0, storing the a1 bit in a memory cell coupled to simulated sense line 435-1 and simulated access line 437-0, storing the as bit in a memory cell coupled to simulated sense line 435-2 and simulated access line 437-0, and storing the a3 bit in a memory cell coupled to simulated sense line 435-3 and simulated access line 437-0.
Storing the b bit-vector into simulated memory array 438 can include storing the b0 bit in a memory cell coupled to simulated sense line 435-0 and simulated access line 437-1, storing the b1 bit in a memory cell coupled to simulated sense line 435-1 and simulated access line 437-1, storing the b2 bit in a memory cell coupled to simulated sense line 435-2 and simulated access line 437-1, and storing the b3 bit in a memory cell coupled to simulated sense line 435-3 and simulated access line 437-1. Storing the c bit-vector into simulated memory array 438 can include storing the c0 bit in a memory cell coupled to simulated sense line 435-0 and simulated access line 437-2, storing the c1 bit in a memory cell coupled to simulated sense line 435-1 and simulated access line 437-2, storing the c2 bit in a memory cell coupled to simulated sense line 435-2 and simulated access line 437-2, and storing the c3 bit in a memory cell coupled to simulated sense line 435-3 and simulated access line 437-2. Storing the d bit-vector into simulated memory array 438 can include storing the d0 bit in a memory cell coupled to simulated sense line 435-0 and simulated access line 437-3, storing the d1 bit in a memory cell coupled to simulated sense line 435-1 and simulated access line 437-3, storing the d2 bit in a memory cell coupled to simulated sense line 435-2 and simulated access line 437-3, and storing the d3 bit in a memory cell coupled to simulated sense line 435-3 and simulated access line 437-3.
Storing the a bit-vector into memory array 430-B can include storing the a0 bit in a memory cell coupled to physical sense line 405-0 and access line 404-0, storing the a1 bit in a memory cell coupled to sense line 405-1 and access line 404-0, storing the a2 bit in a memory cell coupled to sense line 405-2 and access line 404-0, and storing the a3 bit in a memory cell coupled to sense line 405-5 and access line 404-0. Storing the b bit-vector into memory array 430-B can include storing the b0 bit in a memory cell coupled to sense line 405-2 and access line 404-0, storing the b1 bit in a memory cell coupled to sense line 405-3 and access line 404-0, storing the b2 bit in a memory cell coupled to sense line 405-6 and access line 404-0, and storing the b3 bit in a memory cell coupled to sense line 405-7 and access line 404-0.
Storing the c bit-vector into memory array 430-B can include storing the c0 bit in a memory cell coupled to sense line 405-0 and access line 404-1, storing the c1 bit in a memory cell coupled to sense line 405-1 and access line 404-1, storing the c2 bit in a memory cell coupled to sense line 405-4 and access line 404-1, and storing the c3 bit in a memory cell coupled to sense line 405-5 and access line 404-1. Storing the d bit-vector into memory array 430-B can include storing the d0 bit in a memory cell coupled to sense line 405-2 and access line 404-1, storing the d1 bit in a memory cell coupled to sense line 405-3 and access line 404-1, storing the d2 bit in a memory cell coupled to sense line 405-6 and access line 404-1, and storing the d3 bit in a memory cell coupled to sense line 405-7 and access line 404-1.
The reading of a bit-vector (e.g., data) from the simulated memory array 438 can be mapped to a reading of the bit-vector from memory array 438. For example, the controller can read the a0, a1, b0, b1, a2, a3, b2, and b3, bits at a same time by moving the a0, a1, b0, b1, a2, a3, b2, and b3 bits to the sensing circuitry 450 and moving the a0, a1, b0, b1, a2, a3, b2, and b3 bits to the controller 140, and by compressing the a0, a1 a2, and a3, bits into a bit-vector [a0, a1, a2, a3,], and the b0, b1, b2, and b3 bits into a bit-vector [b0, b1, b2, b3]. The controller can also read the c0, c1, d0, d1, c2, c3, d2, and d3 bits at a same time by moving the c0, c1, d0, d1, c2, c3, d2, and d3 bits to the sensing circuitry 450 and moving the c0, c1, d0, d1, c2, c3, d2, and d3 bits to the controller 140, and by compressing the c0, c1, c2, and c3 bits into a bit-vector [c0, c1, c2, c3], and the d0, d1, d2, and d3 bits into a bit-vector [d0, d1, d2, d3]. In a number of examples, the controller can read the a0, a1, b0, b1, a2, a3, b2, and b3, bits at a same time by moving the a0, a1, b0, b1, a2, a3, b2, and b3 bits to the sensing circuitry 450 and moving the a0, a1, b0, b1, a2, a3, b2, and b3 bits to the controller 140. The controller 140 can then isolate any one of the a0, a1, b0, b1, a2, a3, b2, and b3 bits. For example, the controller 140 can isolate the b3 bit.
In the example provided in
An operation can be performed on simulated memory array 438 by mapping the operation to an array 430-B and performing the operation on array 430-B. For example, a load operation that stores a bit, that is stored in a memory cell coupled to a simulated access line i (e.g., a simulated access line from simulated access lines 437), in a simulated sensing circuitry 451 can be mapped to an array 430-B by storing a bit, stored in memory cells coupled to access line └i/2┘, in sensing circuitry 450 and shifting the bit to
sensing circuitry (e.g., sensing circuitry 450).
For example, a load operation to be performed on simulated memory array 438 can be mapped to be performed on memory array 430-B. Performing a load operation on a0, a1, a2, and a3 bits to load the a0, a1, a2, and a3 bits to simulated sensing circuitry 451 can include storing the a0 bit in simulated sensing circuitry 451-0, the a1 bit in simulated sensing circuitry 451-1, the a2 bit in simulated sensing circuitry 451-2, and/or the a3 bit in simulated sensing circuitry 451-3. The load operation performed on the a0, a1, a2, and a3 bits to load the bits to simulated sensing circuitry 451 can be mapped to load the bits to sensing circuitry 450 in memory array 430-B.
Mapping the load operation to be performed in memory array 430-B can include storing the a0 bit, that is stored in a memory cell coupled to simulated sense line 435-0 (e.g., simulated sense line k=0) and to simulated access line 437-0 (e.g., simulated access line i=0), into simulated sensing circuitry 451-0 by storing the a0 bit, that is stored in a memory cell coupled to sense line 405-0 (e.g., sense line
and access line 404-0 (e.g., access line └0/2┘=0) in array 430-B into sensing circuitry 450-0 and shifting the a0 bit to sensing circuitry 450-0. For example, the a0 bit is not shifted. Mapping the load operation to be performed in memory array 430-B can include storing the a1 bit, that is stored in a memory cell coupled to simulated sense line 435-1 (e.g., simulated sense line k=1) and to simulated access line 437-0 (e.g., simulated access line i=0), into simulated sensing circuitry 451-1 by storing the b0 bit, that is stored in a memory cell coupled to sense line 405-1 (e.g., sense line
and access line 404-0 (e.g., access line └0/2┘=0) in array 430-B to sensing circuitry 450-1 and left shifting the a1 bit zero (e.g., 2*(0 mod 2)=0) sensing circuitries (e.g., not shifting the a1 bit).
Mapping the load operation to be performed in memory array 430-B can include storing the a2 bit, that is stored in a memory cell coupled to simulated sense line 435-2 (e.g., simulated sense line k=2) and to simulated access line 437-0 (e.g., simulated access line i=0), into simulated sensing circuitry 451-2 by storing the a2 bit, that is stored in a memory cell coupled to sense line 405-4 (e.g., sense line
and access line 404-0 (e.g., access line └0/2┘=0) in array 430-B to sensing circuitry 450-4 and left shifting the a2 bit zero (e.g., 2*(0 mod 2)=0) sensing circuitries (e.g., not shifted). Mapping the load operation to be performed in memory array 430-B can include storing the a3 bit, that is stored in a memory cell coupled to simulated sense line 435-3 (e.g., simulated sense line k=3) and to simulated access line 437-0 (e.g., simulated access line i=0), in simulated sensing circuitry 451-3 by storing the a3 bit, that is stored in a memory cell coupled to sense line 405-5 (e.g., sense line
and access line 404-0 (e.g., access line └0/2┘=0) in array 430-B to sensing circuitry 450-5 and left shifting (e.g., 2*(0 mod 2)=0) the a3 bit zero sensing circuitries (e.g., not shifted).
In a number of examples, the load operation can be performed on the b0, b1, b2 and b3 bits to load the bits into simulated sensing circuitry 451. The load operation performed on b0, b1, b2 and b3 can be mapped to load the bits into sensing circuitry 450 in memory array 430-B.
Mapping the load operation to be performed in memory array 430-B can include storing the b0 bit, that is stored in a memory cell coupled to simulated sense line 435-0 (e.g., simulated sense line k=0) and to simulated access line 437-1 (e.g., simulated access line i=1), into simulated sensing circuitry 451-0 by storing the b0 bit, that is stored in a memory cell coupled to sense line 405-2 (e.g., sense line
and access line 404-0 (e.g., access line └1/2┘=0) in array 430-B into sensing circuitry 450-2 and left shifting the b0 bit two (e.g., 2*(1 mod 2)=2) sensing circuitries from sensing circuitry 450-2 to sensing circuitry 450-0. Mapping the load operation to be performed in memory array 430-B can include storing the b1 bit, that is stored in a memory cell coupled to simulated sense line 435-1 (e.g., simulated sense line k=1) and to simulated access line 437-1 (e.g., simulated access line i=1), in simulated sensing circuitry 451-1 by storing the b1 bit, that is stored in a memory cell coupled to sense line 405-3 (e.g., sense line
and access line 404-0 (e.g., simulated access line └1/2┘=0) in array 430-B, to sensing circuitry 450-3 and left shifting the b1 bit two (e.g., 2*(1 mod 2)=2) sensing circuitries from sensing circuitry 450-3 to sensing circuitry 450-1.
Mapping the load operation to be performed in memory array 430-B can include storing the b2 bit, that is stored in a memory cell coupled to simulated sense line 435-2 (e.g., simulated sense line k=2) and to simulated access line 437-1 (e.g., simulated access line i=1), into simulated sensing circuitry 451-2 by storing the b2 bit, that is stored in a memory cell coupled to sense line 405-6 (e.g., sense line
and access line 404-0 (e.g., access line └1/2┘=0) in array 430-B to sensing circuitry 450-6 and left shifting the b2 bit two (e.g., 2*(1 mod 2)=2) sensing circuitries from sensing circuitry 450-6 to sensing circuitry 450-4. Mapping the load operation to be performed in memory array 430-B can include storing the b3 bit, that is stored in a memory cell coupled to simulated sense line 435-3 (e.g., simulated sense line k=3) and to simulated access line 437-1 (e.g., simulated access line i=1), into simulated sensing circuitry 451-3 by storing the b3 bit, that is stored in a memory cell coupled to sense line 405-7 (e.g., sense line
and access line 404-0 (e.g., access line └1/2┘=0) in array 430-B into sensing circuitry 450-7 and left shifting the b3 bit two (e.g., 2*(1 mod 2)=2) sensing circuitries from sensing circuitry 450-7 to sensing circuitry 450-5.
A store operation to be performed in simulated memory array 438 can be mapped to be performed in memory array 430-B. A store operation that moves (e.g., stores) a bit from a simulated sensing circuitry 451 to a memory cell coupled to a simulated sense line 435 (e.g., k) and a simulated access line 437 (e.g., i) can include shifting a bit stored in a sensing circuitry 450
by 2*(i mod 2) sensing circuitries 450 and moving the shifted bit to a memory cell coupled to access line └i/2┘ and sense line
For example, moving the a0 bit from simulated sensing circuitry 451-0 to a memory cell coupled to simulated sensing line 435-0 (e.g., simulated sensing line k=0) and simulated access line 437-0 (e.g., simulated access line i=0) can include right shifting the a0 bit that is stored in sensing circuitry 450-0
to sensing circuitry 450-0 (computed from
and moving the shifted a0 bit to a memory cell coupled to access line 404-0 (e.g., └0/2┘=0) and sense line 405-0
Moving the d2 bit from simulated sensing circuitry 451-2 to a memory cell coupled to simulated sensing line 435-2 (e.g., simulated sensing line k=2) and simulated access line 437-3 (e.g., simulated access line i=3) can include left shifting the d2 bit that is stored in sensing circuitry 450-4
by two sensing circuitries (e.g., 2*(3 mod 2)=2) to sensing circuitry 450-6 (e.g., sensing circuitry
and moving the shifted d2 bit into a memory cell coupled to access line 404-1 (e.g., └3/2┘=2) and sense line 405-6 (e.g., sensing circuitry
Performing a logical operation in simulated memory array 438 can include performing the logical operation on the two bits stored in a same simulated sensing circuitry. For example, performing a logical operation on a0 and b0 in simulated memory array 438 can include performing the logical operation on the a0 bit and the b0 bit stored simulated sensing circuitry 451-0. Furthermore, the result bit stored in the sensing circuitry 451-0 and/or the different simulated sensing circuitry 451 can be stored in a memory cell coupled to a simulated sense line (e.g., simulated sense line 435-0) associated with the sensing circuitry 451-0 and/or the different simulated sensing circuitry 451.
Mapping the logical operation to memory array 430-B can include shifting (e.g., left shift operation) a first bit from a first sensing circuitry to a second sensing circuitry that is a number of sensing circuitries from the first sensing circuitry, performing the logical operation on a second bit stored in a memory cell coupled to a particular access line and the shifted first bit in the second sensing circuitry, and shifting (e.g., right shift operation) the result bit of the logical operation by the number of sensing circuitries back to the first sensing circuitry. For example, ORing a0 and b0 in simulated array 438 can be mapped to ORing a0 and b0 in memory array 430-B by determining that the b0 bit was originally stored in a memory cell coupled to simulated access line 437-1 with an index equal to one. Mapping an OR operation can also include left shifting the b0 bit that is stored in sensing circuitry 450-2 to sensing circuitry 450-0 which is two sensing circuitries from sensing circuitry 450-0. Mapping the OR operation can also include performing an OR operation on a0 which is stored in a memory cell coupled to access line 404-0 and b0 which is stored in sensing circuitry 450-0. Mapping the OR operation can also include right shifting the result bit of the OR operation from sensing circuitry 450-0 to sensing circuitry 450-2 which is two sensing circuitries from sensing circuitry 450-0.
ORing b3 and c3 in simulated array 438 can be mapped to ORing b3 and c3 in memory array 430-B by determining that the b3 bit was originally stored in a memory cell coupled to simulated access line 437-1. Mapping an OR operation can also include left shifting the b3 bit that is stored in sensing circuitry 450-7 to sensing circuitry 450-5 which is two sensing circuitries from sensing circuitry 450-5. Mapping the OR operation can also include performing an OR operation on c3 which is stored in a memory cell coupled to access line 404-5 and b3 which is stored in sensing circuitry 450-5. Mapping the OR operation can also include right shifting the result bit of the OR operation from sensing circuitry 450-5 to sensing circuitry 450-7 which is two sensing circuitries from sensing circuitry 450-5.
A shift operation performed on simulated memory array 438 can be mapped to memory array 430-B based on how the simulated sense lines 435 are mapped to the sense lines 405. If non-adjacent pairs of adjacent sense lines 405 are joined to emulate a single simulated sense line 435 as shown in
The emulation flag module 586 can determine whether the simulated access lines are being emulated. The emulation flag module 586 can be coupled to the conditional shift module 580, the modify module 583, the select module 585, and the bit counter 581-1. The emulation flag module 586 can activate (e.g., 1) or deactivate (e.g., 0) an emulation flag to signify whether a number of simulated access lines are emulated using physical access lines. The emulated flag module 586 can be used to select from multiple emulation modes such as mappings and/or row emulation rations.
Conditional shift module 580 can receive a simulated access line number associated with a particular access line. The conditional shift module 580 can also receive a simulation flag that can identify whether access line and sense line emulation is activated (e.g., turned on). The conditional shift module 580 can map the simulated access line number to a physical access line number. The conditional shift module 580 can be coupled to the row decoder 546, the select module 585, the comparator 582, and/or the emulation flag module 586. The simulated access line number received by the conditional shift module 580 can identify a simulated access line and a physical access line on which an operation is performed.
If the emulated access flag is activated, then the simulated access line number that identifies a simulated access line can be mapped by the conditional shift module 580 to the physical access line number that identifies the physical access line. If the emulated access flag is deactivated, then the conditional shift module 580 can forward the received simulated access line number as a physical access line number.
The conditional shift module 580 can map the simulated access line number to the physical access line number by shifting the simulated access line number, for example. In a number of examples, the mapping can include performing other operations.
The conditional shift module 580 can also provide a number of least significant bits of the simulated access line number to the bit counter 581-1 and/or the comparator 582. The quantity of least significant bits provided to the bit counter 581-1 and/or the comparator 582 can depend on the mapping employed by the conditional shift module 580.
The bit counter 581-1 can be a two bit counter, a three bit counter, or a counter with a greater number of bits. The bit counter 581-1 can also be a ring counter and/or a non-binary counter, among other counter types. The bit counter 581-1 can be used to map a simulated sensing circuitry to a physical sensing circuitry. The bit counter 581-1 can initially be set to zero and can be incremented or decremented based on the result of the modify module 583 which are represented via a shift right line and/or a shift left line. For example, a result provided by the modifier module 583 via the shift right line can increment the bit counter 581-1 and a result provided by the modifier module 583 via the shift left line can decrement the bit counter 581-1. The bit counter can provide the current shift amount to the comparator 582 (e.g., A). The bit counter can be reset via a load line that identifies whether a load operation has been performed.
The comparator 582 can receive the current shift amount (e.g., A) and a number of least significant bits (e.g., B) of a simulated access line number. The comparator can determine whether A is less than B or whether B is less than A. Determining whether A is less than B or whether B is less than A can identify which compute component coupled to a physical sense line of the physical sense lines that are representing a simulated sense line is associated with the virtual compute component. The comparator can accordingly provide the results of the determination to the modify module 583.
The modify module 583 can receive an indication that A is less than B or B is less than A. The modify module 583 can also receive an indication of the type of operation being performed. The modifier module 583 can modify the results of the comparator such that the content of the compute components is shifted to a more significant bit (e.g., shift left line) and/or a less significant bit (e.g., shift right line) based on the type of operation being performed in the sensing circuitry 550, the result of the comparator 582, and emulation flag. The type of operations being performed can include, among other examples, operations that store data to the compute components and/or operations that store data to memory cells coupled to a physical access line identified by a simulated access line number.
The selector module 585 receives the emulation flag and a number of least significant bits from the simulated access line number. The selector module can identify which of the compute components are associated with an operation before the content of the compute components is shifted in the sensing circuitry 550.
A wait line 587 can request that the controller 140 in
The shift left line and/or the shift right line can control a shift operation performed in the sensing circuitry 550. The shift left line and the shift right line can indicate a shift operation towards a MSB and/or a LSB, respectively. The shift left line and/or the shift right line in
The schematic diagram can map a shift operation performed in a simulated array to a shift operation performed in array 530. For example, a shift operation performed in a simulated array can include shifting the bits stored in a simulated compute component once. Mapping the shift operation in a simulated array to a shift operation in array 530 can include shifting the bits stored in the compute components a plurality of times. The example provided in
The shift left line and/or the shift right line in
The bit counter 581-2 can be incremented every time that a shift left line and/or a shift right line is activated. The bit counter 581-2 can be a two bit counter or a three bit counter, among other types of bit counters. The bit counter 581-2 may only have increment functionality. The bit counter 581-2 can determine how many times the shift operation is repeated and as such can determine a mapping between a shift operation performed on a simulated array and a shift operation performed on array 530. For example, a two bit counter can be used to perform four shift operations in array 530 for every shift operation performed in a simulate array. A three bit counter can be used to perform a number of shift operations up to eight shift operations, such as six shift operations, in array 530 for every shift operation performed in simulated array.
The bit counter 581-2 can be coupled to a NAND gate to determine when to activate the wait line 587. The NAND gate can be used to indicate to the controller 140 to provide a next operation when the bit counter 581-2 provides all 1-bits or to repeat a last operation (e.g., shift operation) when the bit counter 581-2 does not provide all 1-bits. The wait line 587 can be activated when the emulation flag is activated and the bit counter 581-2 does not output all 1-bits. The bit counter 581-2 can map bits to a count. The maximum quantity of 1-bits provided by the bit counter 581-2 can be determined by a type of bit counter that is associated with bit counter 581-2. For example, if the bit counter 581-2 is a two bit counter, then the maximum quantity of 1-bits can be four. If the bit counter 581-2 is a three bit counter, then the maximum quantity of 1-bits can be six. In a number of examples, the bit counter 581-2 can be reset every time the wait line 587 indicates to the controller 140 that a new operation can be provided.
In the example illustrated in
The first operation phase of a logical operation described below involves loading a first operand of the logical operation into the accumulator. The time references (e.g., t1, etc.) shown in
At time t1, the equilibration signal 626 is deactivated, and then a selected row is enabled (e.g., the row corresponding to a memory cell whose data value is to be sensed and used as a first input). Signal 604-0 represents the voltage signal applied to the selected row (e.g., Row 204-Y shown in
At time t3, the sense amplifier (e.g., 206-2 shown in
According to some embodiments, the primary latch of sense amplifier 206-2 can be coupled to the complementary data lines D and D_ through respective pass transistors (not shown in
At time t4, the pass transistors (if present) can be enabled (e.g., via respective PASSD and PASSDB control signals 611 applied to control lines coupled to the respective gates of the pass transistors going high). At time t5, the accumulator negative control signal 612-1 (e.g., Accumb) and the accumulator positive control signal 612-2 (e.g., Accum) are activated via respective control lines 212-1 and 212-2 shown in
At time t6, the PASSD control signal 611 (and the PASSDB control signal) goes low thereby turning off the pass transistors (if present). However, since the accumulator control signals ACCUMB 612-1 and ACCUM 612-2 remain activated, an accumulated result is stored (e.g., latched) in the secondary latches (e.g., accumulator). At time t7, the row signal 604-0 is deactivated, and the array sense amplifiers are disabled at time t8 (e.g., sense amplifier control signals 628 and 690 are deactivated).
At time t9, the data lines D and D_ are equilibrated (e.g., equilibration signal 626 is activated), as illustrated by data line voltage signals 605-1 and 605-2 moving from their respective rail values to the equilibration voltage (VDD/2). The equilibration consumes little energy due to the law of conservation of energy. As described above in association with
As shown in the timing diagrams illustrated in
At time t3, the sense amplifier (e.g., 206-2 shown in
As shown in timing diagrams illustrated in
Since the accumulator was previously enabled, activating only PASSD (611-1 as shown in
Similarly, in an example OR/NOR operation shown in the timing diagram illustrated in
At the conclusion of an intermediate operation phase such as that shown in
For example, performing a last operation phase of an R-input logical operation can include performing the operation phase shown in
A NAND operation can be implemented, for example, by storing the result of the R−1 iterations for an AND operation in the sense amplifier, then inverting the sense amplifier before conducting the last operation phase to store the result (described below). A NOR operation can be implemented, for example, by storing the result of the R−1 iterations for an OR operation in the sense amplifier, then inverting the sense amplifier before conducting the last operation phase to store the result (described below).
The last operation phase illustrated in the timing diagram of
As shown in timing diagram illustrated in
Activating the PASSD control signal 611 (and PASSDB signal) (e.g., in association with an AND or OR operation) transfers the accumulated output stored in the secondary latch of compute component 231-2 shown in
For an OR operation, if any of the memory cells sensed in the prior operation phases (e.g., the first operation phase of
The result of the R-input AND or OR logical operations can then be stored back to a memory cell of array 230 shown in
Storing the result of the logical operation to a memory cell simply involves enabling the associated row access transistor by enabling the particular row. The capacitor of the memory cell will be driven to a voltage corresponding to the data value on the data line D (e.g., logic “1” or logic “0”), which essentially overwrites whatever data value was previously stored in the selected memory cell. It is noted that the selected memory cell can be a same memory cell that stored a data value used as an input for the logical operation. For instance, the result of the logical operation can be stored back to a memory cell that stored an operand of the logical operation.
The timing diagram illustrated in
As shown in
Although the example of performing a last operation phase of an R-input logical operation was discussed above with respect to
The functionality of the sensing circuitry 250-2 of
Initially storing the result of a particular operation in the sense amplifier 206-2 (e.g., without having to perform an additional operation to move the result from the compute component 231-2 (e.g., accumulator) to the sense amplifier 206-2) is advantageous because, for instance, the result can be written to a row (of the array of memory cells) or back into the accumulator without performing a precharge cycle (e.g., on the complementary data lines 205-1 (D) and/or 205-2 (D_)).
An example of pseudo code associated with loading (e.g., copying) a first data value stored in a cell coupled to row 204-X into the accumulator can be summarized as follows:
Copy Row X into the Accumulator:
In the pseudo code above, “Deactivate EQ” indicates that an equilibration signal (EQ signal shown in
After Row X is enabled, in the pseudo code above, “Fire Sense Amplifiers” indicates that the sense amplifier 206-2 is enabled to set the primary latch, as has been described herein, and subsequently disabled. For example, as shown at t3 in
The four sets of possible sense amplifier and accumulator signals illustrated in
After firing the sense amplifiers, in the pseudo code above, “Activate LOAD” indicates that the LOAD control signal goes high as shown at t4 in
After setting the secondary latch from the data values stored in the sense amplifier (and present on the data lines 205-1 (D) and 205-2 (D_) in
After storing the data value on the secondary latch, the selected row (e.g., Row X) is disabled (e.g., deselected, closed such as by deactivating a select signal for a particular row (e.g., the ROW X signal)) as indicated by “Close Row X” and indicated at t6 in
A subsequent operation phase associated with performing the AND or the OR operation on the first data value (now stored in the sense amplifier 206-2 and the secondary latch of the compute component 231-2 shown in
Deactivate EQ
Open Row Y
Fire Sense Amplifiers (after which Row Y data resides in the sense amplifiers)
Close Row Y
Activate AND
Deactivate AND
Precharge
In the pseudo code above, “Deactivate EQ” indicates that an equilibration signal corresponding to the sense amplifier 206-2 is disabled (e.g., such that the complementary data lines 205-1 (D) and 205-2 (D_) are no longer shorted to VDD/2), which is illustrated in
After Row Y is enabled, in the pseudo code above, “Fire Sense Amplifiers” indicates that the sense amplifier 206-2 is enabled to amplify the differential signal between 205-1 (D) and 205-2 (D_), resulting in a voltage (e.g., VDD) corresponding to a logic “1” or a voltage (e.g., GND) corresponding to a logic “0” being on data line 205-1 (D). The voltage corresponding to the other logic state is on complementary data line 205-2 (D_). As shown at t10 in
After the second data value sensed from the memory cell 201-3 coupled to Row Y is stored in the primary latch of sense amplifier 206-2, in the pseudo code above, “Close Row Y” indicates that the selected row select signal (e.g., ROW Y) can be disabled if it is not desired to store the result of the AND logical operation back in the memory cell corresponding to Row Y. However,
After the selected Row Y is configured (e.g., to isolate the memory cell or not isolate the memory cell), “Activate AND” in the pseudo code above indicates that the AND control signal goes high as shown in
With the first data value (e.g., Row X) stored in the dynamic latch of the accumulator 231-2 and the second data value (e.g., Row Y) stored in the sense amplifier 206-2, if the dynamic latch of the compute component 231-2 contains a “0” (i.e., a voltage corresponding to a “0” on node S2 and a voltage corresponding to a “1” on node S1), a “0” is stored in the sense amplifier (regardless of the data value previously stored in the sense amplifier). This is because the voltage corresponding to a “1” on node S1 causes transistor 209-1 to conduct thereby coupling the sense amplifier 206-2 to ground through transistor 209-1, pass transistor 207-1 and data line 205-1 (D). When either data value of an AND operation is “0,” the result is a “0.” Here, when the second data value (in the dynamic latch) is a “0,” the result of the AND operation is a “0” regardless of the state of the first data value. Thus, the configuration of the sensing circuitry causes the “0” result to be written and initially stored in the sense amplifier 206-2. This operation leaves the data value in the accumulator unchanged (e.g., from Row X).
If the secondary latch of the accumulator contains a “1” (e.g., from Row X), then the result of the AND operation depends on the data value stored in the sense amplifier 206-2 (e.g., from Row Y). The result of the AND operation should be a “1” if the data value stored in the sense amplifier 206-2 (e.g., from Row Y) is also a “1,” but the result of the AND operation should be a “0” if the data value stored in the sense amplifier 206-2 (e.g., from Row Y) is a “0.” The sensing circuitry 250-2 is configured such that if the dynamic latch of the accumulator contains a “1” (i.e., a voltage corresponding to a “1” on node S2 and a voltage corresponding to a “0” on node S1), transistor 209-1 does not conduct, the sense amplifier is not coupled to ground (as described above), and the data value previously stored in the sense amplifier 206-2 remains unchanged (e.g., Row Y data value so the AND operation result is a “1” if the Row Y data value is a “1” and the AND operation result is a “0” if the Row Y data value is a “0”). This operation leaves the data value in the accumulator unchanged (e.g., from Row X).
After the result of the AND operation is initially stored in the sense amplifier 206-2, “Deactivate AND” in the pseudo code above indicates that the AND control signal goes low as shown at t12 in
Although the timing diagrams illustrated in
A subsequent operation phase can alternately be associated with performing the OR operation on the first data value (now stored in the sense amplifier 206-2 and the secondary latch of the compute component 231-2) and the second data value (stored in a memory cell 201-3 coupled to Row Y 204-Y). The operations to load the Row X data into the sense amplifier and accumulator that were previously described with respect to times t1-t7 shown in
Deactivate EQ
Open Row Y
Fire Sense Amplifiers (after which Row Y data resides in the sense amplifiers)
Close Row Y
Activate OR
Deactivate OR
Precharge
The “Deactivate EQ” (shown at t8 in
With the first data value (e.g., Row X) stored in the secondary latch of the compute component 231-2 and the second data value (e.g., Row Y) stored in the sense amplifier 206-2, if the dynamic latch of the accumulator contains a “0” (i.e., a voltage corresponding to a “0” on node S2 and a voltage corresponding to a “1” on node S1), then the result of the OR operation depends on the data value stored in the sense amplifier 206-2 (e.g., from Row Y). The result of the OR operation should be a “1” if the data value stored in the sense amplifier 206-2 (e.g., from Row Y) is a “1,” but the result of the OR operation should be a “0” if the data value stored in the sense amplifier 206-2 (e.g., from Row Y) is also a “0.” The sensing circuitry 250-2 is configured such that if the dynamic latch of the accumulator contains a “0,” with the voltage corresponding to a “0” on node S2, transistor 209-2 is off and does not conduct (and pass transistor 207-1 is also off since the AND control signal is not asserted) so the sense amplifier 206-2 is not coupled to ground (either side), and the data value previously stored in the sense amplifier 206-2 remains unchanged (e.g., Row Y data value such that the OR operation result is a “1” if the Row Y data value is a “1” and the OR operation result is a “0” if the Row Y data value is a “0”).
If the dynamic latch of the accumulator contains a “1” (i.e., a voltage corresponding to a “1” on node S2 and a voltage corresponding to a “0” on node S1), transistor 209-2 does conduct (as does pass transistor 207-2 since the OR control signal is asserted), and the sense amplifier 206-2 input coupled to data line 205-2 (D_) is coupled to ground since the voltage corresponding to a “1” on node S2 causes transistor 209-2 to conduct along with pass transistor 207-2 (which also conducts since the OR control signal is asserted). In this manner, a “1” is initially stored in the sense amplifier 206-2 as a result of the OR operation when the secondary latch of the accumulator contains a “1” regardless of the data value previously stored in the sense amplifier. This operation leaves the data in the accumulator unchanged.
After the result of the OR operation is initially stored in the sense amplifier 206-2, “Deactivate OR” in the pseudo code above indicates that the OR control signal goes low as shown at t12 in
The sensing circuitry 250-2 illustrated in
In a similar approach to that described above with respect to inverting the data values for the AND and OR operations described above, the sensing circuitry shown in
Copy Row X into the Accumulator:
The “Deactivate EQ,” “Open Row X,” “Fire Sense Amplifiers,” “Activate LOAD,” and “Deactivate LOAD” operations shown in the pseudo code above indicate the same functionality as the same operations in the pseudo code for the “Copy Row X into the Accumulator” initial operation phase described above for the AND operation and OR operation. However, rather than closing the Row X and precharging after the Row X data is loaded into the sense amplifier 206-2 and copied into the dynamic latch, a complement version of the data value in the dynamic latch of the accumulator can be placed on the data line and thus transferred to the sense amplifier 206-2. This is done by enabling (e.g., causing a transistor to conduct and disabling the invert transistors (e.g., ANDinv and ORinv). This results in the sense amplifier 206-2 being flipped from the true data value that was previously stored in the sense amplifier to a complement data value (e.g., inverted data value) being stored in the sense amplifier. As such, a true or complement version of the data value in the accumulator can be transferred to the sense amplifier based upon activating or not activating ANDinv and/or ORinv. This operation leaves the data in the accumulator unchanged.
Because the sensing circuitry 250-2 shown in
When performing logical operations in this manner, the sense amplifier 206-2 can be pre-seeded with a data value from the dynamic latch of the accumulator to reduce overall current utilized because the sense amplifiers 206-2 are not at full rail voltages (e.g., supply voltage or ground/reference voltage) when the accumulator function is copied to the sense amplifier 206-2. An operation sequence with a pre-seeded sense amplifier 206-2 either forces one of the data lines to the reference voltage (leaving the complementary data line at VDD/2, or leaves the complementary data lines unchanged. The sense amplifier 206-2 pulls the respective data lines to full rails when the sense amplifier 206-2 fires. Using this sequence of operations will overwrite data in an enabled row.
A SHIFT operation can be accomplished by multiplexing (“muxing”) two neighboring data line complementary pairs using a DRAM isolation (ISO) scheme. According to embodiments of the present disclosure, the shift circuitry 223 can be used for shifting data values stored in memory cells coupled by a particular pair of complementary data lines to the sensing circuitry 250-2 (e.g., sense amplifier 206-2) corresponding to a different pair of complementary data lines (e.g., such as a sense amplifier 206-2 corresponding to a left or right adjacent pair of complementary data lines). As used herein, a sense amplifier 206-2 corresponds to the pair of complementary data lines to which the sense amplifier is coupled when isolation transistors 221-1 and 221-2 are conducting. The SHIFT operations (right or left) do not pre-copy the Row X data value into the accumulator. Operations to shift right Row X can be summarized by the following pseudo code:
Deactivate Norm and Activate Shift
Deactivate EQ
Open Row X
Fire Sense Amplifiers (after which shifted Row X data resides in the sense amplifiers)
Activate Norm and Deactivate Shift
Close Row X
Precharge
In the pseudo code above, “Deactivate Norm and Activate Shift” indicates that a NORM control signal goes low causing isolation transistors 221-1 and 221-2 of the shift circuitry 223 to not conduct (e.g., isolate the sense amplifier from the corresponding pair of complementary data lines). The SHIFT control signal goes high causing isolation transistors 221-3 and 221-4 to conduct, thereby coupling the sense amplifier 206-3 to the left adjacent pair of complementary data lines (e.g., on the memory array side of non-conducting isolation transistors 221-1 and 221-2 for the left adjacent pair of complementary data lines).
After the shift circuitry 223 is configured, the “Deactivate EQ,” “Open Row X,” and “Fire Sense Amplifiers” operations shown in the pseudo code above indicate the same functionality as the same operations in the pseudo code for the “Copy Row X into the Accumulator” initial operation phase described above prior to pseudo code for the AND operation and OR operation. After these operations, the Row X data value for the memory cell coupled to the left adjacent pair of complementary data lines is shifted right and stored in the sense amplifier 206-3.
In the pseudo code above, “Activate Norm and Deactivate Shift” indicates that a NORM control signal goes high causing isolation transistors 221-1 and 221-2 of the shift circuitry 223 to conduct (e.g., coupling the sense amplifier to the corresponding pair of complementary data lines), and a SHIFT control signal goes low causing isolation transistors 221-3 and 221-4 to not conduct and isolating the sense amplifier 206-3 from the left adjacent pair of complementary data lines (e.g., on the memory array side of non-conducting isolation transistors 221-1 and 221-2 for the left adjacent pair of complementary data lines). Since Row X is still active, the Row X data value that has been shifted right is transferred to Row X of the corresponding pair of complementary data lines through isolation transistors 221-1 and 221-2.
After the Row X data values are shifted right to the corresponding pair of complementary data lines, the selected row (e.g., ROW X) is disabled as indicated by “Close Row X” in the pseudo code above, which can be accomplished by the access transistor turning off to decouple the selected cell from the corresponding data line. Once the selected row is closed and the memory cell is isolated from the data lines, the data lines can be precharged as indicated by the “Precharge” in the pseudo code above. A precharge of the data lines can be accomplished by an equilibrate operation, as described above.
Operations to shift left Row X can be summarized as follows:
Activate Norm and Deactivate Shift
Deactivate EQ
Open Row X
Fire Sense Amplifiers (after which Row X data resides in the sense amplifiers)
Deactivate Norm and Activate Shift
Close Row X
Precharge
In the pseudo code above, “Activate Norm and Deactivate Shift” indicates that a NORM control signal goes high causing isolation transistors 221-1 and 221-2 of the shift circuitry 223 to conduct, and the SHIFT control signal goes low causing isolation transistors 221-3 and 221-4 to not conduct. This configuration couples the sense amplifier 206-2 to a corresponding pair of complementary data lines and isolates the sense amplifier from the right adjacent pair of complementary data lines.
After the shift circuitry is configured, the “Deactivate EQ,” “Open Row X,” and “Fire Sense Amplifiers” operations shown in the pseudo code above indicate the same functionality as the same operations in the pseudo code for the “Copy Row X into the Accumulator” initial operation phase described above prior to pseudo code for the AND operation and OR operation. After these operations, the Row X data value for the memory cell coupled to the pair of complementary data lines corresponding to the sense circuitry 250-2 is stored in the sense amplifier 206-2.
In the pseudo code above, “Deactivate Norm and Activate Shift” indicates that a NORM control signal goes low causing isolation transistors 221-1 and 221-2 of the shift circuitry 223 to not conduct (e.g., isolate the sense amplifier from the corresponding pair of complementary data lines), and the SHIFT control signal goes high causing isolation transistors 221-3 and 221-4 to conduct coupling the sense amplifier to the left adjacent pair of complementary data lines (e.g., on the memory array side of non-conducting isolation transistors 221-1 and 221-2 for the left adjacent pair of complementary data lines. Since Row X is still active, the Row X data value that has been shifted left is transferred to Row X of the left adjacent pair of complementary data lines.
After the Row X data values are shifted left to the left adjacent pair of complementary data lines, the selected row (e.g., ROW X) is disabled as indicated by “Close Row X,” which can be accomplished by the access transistor turning off to decouple the selected cell from the corresponding data line. Once the selected row is closed and the memory cell is isolated from the data lines, the data lines can be precharged as indicated by the “Precharge” in the pseudo code above. A precharge of the data lines can be accomplished by an equilibrate operation, as described above.
According to various embodiments, general computing can be enabled in a memory array core of a processor-in-memory (PIM) device such as a DRAM one transistor per memory cell (e.g., 1T1C) configuration at 6F2 or 4F2 memory cell sizes, for example. The advantage of the apparatuses and methods described herein is not realized in terms of single instruction speed, but rather the cumulative speed that can be achieved by an entire bank of data being computed in parallel without ever transferring data out of the memory array (e.g., DRAM) or firing a column decode. In other words, data transfer time can be eliminated. For example, the apparatus of the present disclosure can perform ANDS or ORs in parallel, e.g., concurrently, using data values in memory cells coupled to a word line (e.g., a row of 16,384 memory cells).
In previous approach sensing circuits where data is moved out for logical operation processing (e.g., using 32 or 64 bit registers), fewer operations can be performed in parallel compared to the apparatus of the present disclosure. In this manner, significantly higher throughput is effectively provided in contrast to conventional configurations involving an off pitch processing unit discrete from the memory such that data must be transferred there between. An apparatus and/or methods according to the present disclosure can also use less energy/area than configurations where the logical operation is discrete from the memory. Furthermore, an apparatus and/or methods of the present disclosure can provide additional energy/area advantages since the in-memory-array logical operations eliminate certain data value transfers.
This application is a Continuation of U.S. application Ser. No. 15/645,238, filed Jul. 10, 2017, which issues as U.S. Pat. No. 9,990,966 on Jun. 5, 2018, which is a Continuation of U.S. application Ser. No. 15/179,338, filed Jun. 10, 2016, which issued as U.S. Pat. No. 9,704,541 on Jul. 11, 2017, which claims the benefit of U.S. Provisional Application No. 62/174,996, filed Jun. 12, 2015, the contents of which are included herein by reference.
Number | Name | Date | Kind |
---|---|---|---|
4380046 | Fung | Apr 1983 | A |
4435792 | Bechtolsheim | Mar 1984 | A |
4435793 | Ochii | Mar 1984 | A |
4727474 | Batcher | Feb 1988 | A |
4843264 | Galbraith | Jun 1989 | A |
4873630 | Rusterholz et al. | Oct 1989 | A |
4958378 | Bell | Sep 1990 | A |
4977542 | Matsuda et al. | Dec 1990 | A |
5014235 | Morton | May 1991 | A |
5023838 | Herbert | Jun 1991 | A |
5029134 | Watanabe | Jul 1991 | A |
5034636 | Reis et al. | Jul 1991 | A |
5201039 | Sakamura | Apr 1993 | A |
5210850 | Kelly et al. | May 1993 | A |
5253308 | Johnson | Oct 1993 | A |
5276643 | Hoffmann et al. | Jan 1994 | A |
5325519 | Long et al. | Jun 1994 | A |
5367488 | An | Nov 1994 | A |
5379257 | Matsumura et al. | Jan 1995 | A |
5386379 | Ali-Yahia et al. | Jan 1995 | A |
5398213 | Yeon et al. | Mar 1995 | A |
5440482 | Davis | Aug 1995 | A |
5446690 | Tanaka et al. | Aug 1995 | A |
5473576 | Matsui | Dec 1995 | A |
5481500 | Reohr et al. | Jan 1996 | A |
5485373 | Davis et al. | Jan 1996 | A |
5506811 | McLaury | Apr 1996 | A |
5615404 | Knoll et al. | Mar 1997 | A |
5638128 | Hoogenboom | Jun 1997 | A |
5638317 | Tran | Jun 1997 | A |
5654936 | Cho | Aug 1997 | A |
5678021 | Pawate et al. | Oct 1997 | A |
5724291 | Matano | Mar 1998 | A |
5724366 | Furutani | Mar 1998 | A |
5751987 | Mahant-Shetti et al. | May 1998 | A |
5787458 | Miwa | Jul 1998 | A |
5854636 | Watanabe et al. | Dec 1998 | A |
5867429 | Chen et al. | Feb 1999 | A |
5870504 | Nemoto et al. | Feb 1999 | A |
5915084 | Wendell | Jun 1999 | A |
5935263 | Keeth et al. | Aug 1999 | A |
5986942 | Sugibayashi | Nov 1999 | A |
5991209 | Chow | Nov 1999 | A |
5991785 | Alidina et al. | Nov 1999 | A |
6005799 | Rao | Dec 1999 | A |
6009020 | Nagata | Dec 1999 | A |
6092186 | Betker et al. | Jul 2000 | A |
6122211 | Morgan et al. | Sep 2000 | A |
6125071 | Kohno et al. | Sep 2000 | A |
6134164 | Lattimore et al. | Oct 2000 | A |
6147514 | Shiratake | Nov 2000 | A |
6151244 | Fujino et al. | Nov 2000 | A |
6157578 | Brady | Dec 2000 | A |
6163862 | Adams et al. | Dec 2000 | A |
6166942 | Vo et al. | Dec 2000 | A |
6172918 | Hidaka | Jan 2001 | B1 |
6175514 | Henderson | Jan 2001 | B1 |
6181698 | Hariguchi | Jan 2001 | B1 |
6208544 | Beadle et al. | Mar 2001 | B1 |
6226215 | Yoon | May 2001 | B1 |
6301153 | Takeuchi et al. | Oct 2001 | B1 |
6301164 | Manning et al. | Oct 2001 | B1 |
6304477 | Naji | Oct 2001 | B1 |
6389507 | Sherman | May 2002 | B1 |
6418498 | Martwick | Jul 2002 | B1 |
6466499 | Blodgett | Oct 2002 | B1 |
6510098 | Taylor | Jan 2003 | B1 |
6542421 | Sugamoto | Apr 2003 | B2 |
6563754 | Lien et al. | May 2003 | B1 |
6578058 | Nygaard | Jun 2003 | B1 |
6731542 | Le et al. | May 2004 | B1 |
6754746 | Leung et al. | Jun 2004 | B1 |
6768679 | Le et al. | Jul 2004 | B1 |
6807614 | Chung | Oct 2004 | B2 |
6816422 | Hamade et al. | Nov 2004 | B2 |
6819612 | Achter | Nov 2004 | B1 |
6894549 | Eliason | May 2005 | B2 |
6943579 | Hazanchuk et al. | Sep 2005 | B1 |
6948056 | Roth et al. | Sep 2005 | B1 |
6950771 | Fan et al. | Sep 2005 | B1 |
6950898 | Merritt et al. | Sep 2005 | B2 |
6956770 | Khalid et al. | Oct 2005 | B2 |
6961272 | Schreck | Nov 2005 | B2 |
6965648 | Smith et al. | Nov 2005 | B1 |
6985394 | Kim | Jan 2006 | B2 |
6987693 | Cernea et al. | Jan 2006 | B2 |
7020017 | Chen et al. | Mar 2006 | B2 |
7028170 | Saulsbury | Apr 2006 | B2 |
7045834 | Tran et al. | May 2006 | B2 |
7054178 | Shiah et al. | May 2006 | B1 |
7061817 | Raad et al. | Jun 2006 | B2 |
7079407 | Dimitrelis | Jul 2006 | B1 |
7173857 | Kato et al. | Feb 2007 | B2 |
7187585 | Li et al. | Mar 2007 | B2 |
7196928 | Chen | Mar 2007 | B2 |
7260565 | Lee et al. | Aug 2007 | B2 |
7260672 | Garney | Aug 2007 | B2 |
7372715 | Han | May 2008 | B2 |
7400532 | Aritome | Jul 2008 | B2 |
7406494 | Magee | Jul 2008 | B2 |
7447720 | Beaumont | Nov 2008 | B2 |
7454451 | Beaumont | Nov 2008 | B2 |
7457181 | Lee et al. | Nov 2008 | B2 |
7535769 | Cernea | May 2009 | B2 |
7546438 | Chung | Jun 2009 | B2 |
7562198 | Noda et al. | Jul 2009 | B2 |
7574466 | Beaumont | Aug 2009 | B2 |
7602647 | Li et al. | Oct 2009 | B2 |
7663928 | Tsai et al. | Feb 2010 | B2 |
7685365 | Rajwar et al. | Mar 2010 | B2 |
7692466 | Ahmadi | Apr 2010 | B2 |
7752417 | Manczak et al. | Jul 2010 | B2 |
7791962 | Noda et al. | Sep 2010 | B2 |
7796453 | Riho et al. | Sep 2010 | B2 |
7805587 | Van Dyke et al. | Sep 2010 | B1 |
7808854 | Takase | Oct 2010 | B2 |
7827372 | Bink et al. | Nov 2010 | B2 |
7839698 | Joo | Nov 2010 | B2 |
7869273 | Lee et al. | Jan 2011 | B2 |
7898864 | Dong | Mar 2011 | B2 |
7924628 | Danon et al. | Apr 2011 | B2 |
7937535 | Ozer et al. | May 2011 | B2 |
7957206 | Bauser | Jun 2011 | B2 |
7979667 | Allen et al. | Jul 2011 | B2 |
7996749 | Ding et al. | Aug 2011 | B2 |
8042082 | Solomon | Oct 2011 | B2 |
8045391 | Mohklesi | Oct 2011 | B2 |
8059438 | Chang et al. | Nov 2011 | B2 |
8095825 | Hirotsu et al. | Jan 2012 | B2 |
8117462 | Snapp et al. | Feb 2012 | B2 |
8164942 | Gebara et al. | Apr 2012 | B2 |
8208328 | Hong | Jun 2012 | B2 |
8213248 | Moon et al. | Jul 2012 | B2 |
8223568 | Seo | Jul 2012 | B2 |
8238173 | Akerib et al. | Aug 2012 | B2 |
8274841 | Shimano et al. | Sep 2012 | B2 |
8279683 | Klein | Oct 2012 | B2 |
8310884 | Iwai et al. | Nov 2012 | B2 |
8332367 | Bhattacherjee et al. | Dec 2012 | B2 |
8339824 | Cooke | Dec 2012 | B2 |
8339883 | Yu et al. | Dec 2012 | B2 |
8347154 | Bahali et al. | Jan 2013 | B2 |
8351292 | Matano | Jan 2013 | B2 |
8356144 | Hessel et al. | Jan 2013 | B2 |
8417921 | Gonion et al. | Apr 2013 | B2 |
8462532 | Argyres | Jun 2013 | B1 |
8484276 | Carlson et al. | Jul 2013 | B2 |
8495438 | Roine | Jul 2013 | B2 |
8503250 | Demone | Aug 2013 | B2 |
8526239 | Kim | Sep 2013 | B2 |
8533245 | Cheung | Sep 2013 | B1 |
8555037 | Gonion | Oct 2013 | B2 |
8599613 | Abiko et al. | Dec 2013 | B2 |
8605015 | Guttag et al. | Dec 2013 | B2 |
8625376 | Jung et al. | Jan 2014 | B2 |
8644101 | Jun et al. | Feb 2014 | B2 |
8650232 | Stortz et al. | Feb 2014 | B2 |
8873272 | Lee | Oct 2014 | B2 |
8964496 | Manning | Feb 2015 | B2 |
8971124 | Manning | Mar 2015 | B1 |
9015390 | Klein | Apr 2015 | B2 |
9047193 | Lin et al. | Jun 2015 | B2 |
9165023 | Moskovich et al. | Oct 2015 | B2 |
20010007112 | Porterfield | Jul 2001 | A1 |
20010008492 | Higashiho | Jul 2001 | A1 |
20010010057 | Yamada | Jul 2001 | A1 |
20010028584 | Nakayama et al. | Oct 2001 | A1 |
20010043089 | Forbes et al. | Nov 2001 | A1 |
20020059355 | Peleg et al. | May 2002 | A1 |
20030167426 | Slobodnik | Sep 2003 | A1 |
20030222879 | Lin et al. | Dec 2003 | A1 |
20040073592 | Kim et al. | Apr 2004 | A1 |
20040073773 | Demjanenko | Apr 2004 | A1 |
20040085840 | Vali et al. | May 2004 | A1 |
20040095826 | Perner | May 2004 | A1 |
20040154002 | Ball et al. | Aug 2004 | A1 |
20040205289 | Srinivasan | Oct 2004 | A1 |
20040240251 | Nozawa et al. | Dec 2004 | A1 |
20050015557 | Wang et al. | Jan 2005 | A1 |
20050078514 | Scheuerlein et al. | Apr 2005 | A1 |
20050097417 | Agrawal et al. | May 2005 | A1 |
20060047937 | Selvaggi et al. | Mar 2006 | A1 |
20060069849 | Rudelic | Mar 2006 | A1 |
20060146623 | Mizuno et al. | Jul 2006 | A1 |
20060149804 | Luick et al. | Jul 2006 | A1 |
20060181917 | Kang et al. | Aug 2006 | A1 |
20060215432 | Wickeraad et al. | Sep 2006 | A1 |
20060225072 | Lari et al. | Oct 2006 | A1 |
20060291282 | Liu et al. | Dec 2006 | A1 |
20070103986 | Chen | May 2007 | A1 |
20070171747 | Hunter et al. | Jul 2007 | A1 |
20070180006 | Gyoten et al. | Aug 2007 | A1 |
20070180184 | Sakashita et al. | Aug 2007 | A1 |
20070195602 | Fong et al. | Aug 2007 | A1 |
20070285131 | Sohn | Dec 2007 | A1 |
20070285979 | Turner | Dec 2007 | A1 |
20070291532 | Tsuji | Dec 2007 | A1 |
20080025073 | Arsovski | Jan 2008 | A1 |
20080037333 | Kim et al. | Feb 2008 | A1 |
20080052711 | Forin et al. | Feb 2008 | A1 |
20080137388 | Krishnan et al. | Jun 2008 | A1 |
20080165601 | Matick et al. | Jul 2008 | A1 |
20080178053 | Gorman et al. | Jul 2008 | A1 |
20080215937 | Dreibelbis et al. | Sep 2008 | A1 |
20090067218 | Graber | Mar 2009 | A1 |
20090154238 | Lee | Jun 2009 | A1 |
20090154273 | Borot et al. | Jun 2009 | A1 |
20090254697 | Akerib | Oct 2009 | A1 |
20090303767 | Akerib et al. | Dec 2009 | A1 |
20100067296 | Li | Mar 2010 | A1 |
20100091582 | Vali et al. | Apr 2010 | A1 |
20100172190 | Lavi et al. | Jul 2010 | A1 |
20100210076 | Gruber et al. | Aug 2010 | A1 |
20100226183 | Kim | Sep 2010 | A1 |
20100308858 | Noda et al. | Dec 2010 | A1 |
20100332895 | Billing et al. | Dec 2010 | A1 |
20110051523 | Manabe et al. | Mar 2011 | A1 |
20110063919 | Chandrasekhar et al. | Mar 2011 | A1 |
20110093662 | Walker et al. | Apr 2011 | A1 |
20110103151 | Kim et al. | May 2011 | A1 |
20110119467 | Cadambi et al. | May 2011 | A1 |
20110122695 | Li et al. | May 2011 | A1 |
20110140741 | Zerbe et al. | Jun 2011 | A1 |
20110219260 | Nobunaga et al. | Sep 2011 | A1 |
20110267883 | Lee et al. | Nov 2011 | A1 |
20110317496 | Bunce et al. | Dec 2011 | A1 |
20120005397 | Lim et al. | Jan 2012 | A1 |
20120017039 | Margetts | Jan 2012 | A1 |
20120023281 | Kawasaki et al. | Jan 2012 | A1 |
20120120705 | Mitsubori et al. | May 2012 | A1 |
20120134216 | Singh | May 2012 | A1 |
20120134225 | Chow | May 2012 | A1 |
20120134226 | Chow | May 2012 | A1 |
20120140540 | Agam et al. | Jun 2012 | A1 |
20120182798 | Hosono et al. | Jul 2012 | A1 |
20120195146 | Jun et al. | Aug 2012 | A1 |
20120198310 | Tran et al. | Aug 2012 | A1 |
20120246380 | Akerib et al. | Sep 2012 | A1 |
20120265964 | Murata et al. | Oct 2012 | A1 |
20120281486 | Rao et al. | Nov 2012 | A1 |
20120303627 | Keeton et al. | Nov 2012 | A1 |
20130003467 | Klein | Jan 2013 | A1 |
20130061006 | Hein | Mar 2013 | A1 |
20130107623 | Kavalipurapu et al. | May 2013 | A1 |
20130117541 | Choquette et al. | May 2013 | A1 |
20130124783 | Yoon et al. | May 2013 | A1 |
20130132702 | Patel et al. | May 2013 | A1 |
20130138646 | Sirer et al. | May 2013 | A1 |
20130163362 | Kim | Jun 2013 | A1 |
20130173888 | Hansen et al. | Jul 2013 | A1 |
20130205114 | Badam et al. | Aug 2013 | A1 |
20130219112 | Okin et al. | Aug 2013 | A1 |
20130227361 | Bowers et al. | Aug 2013 | A1 |
20130283122 | Anholt et al. | Oct 2013 | A1 |
20130286705 | Grover et al. | Oct 2013 | A1 |
20130326154 | Haswell | Dec 2013 | A1 |
20130332707 | Gueron et al. | Dec 2013 | A1 |
20140063915 | Cronie | Mar 2014 | A1 |
20140185395 | Seo | Jul 2014 | A1 |
20140215185 | Danielsen | Jul 2014 | A1 |
20140250279 | Manning | Sep 2014 | A1 |
20140344934 | Jorgensen | Nov 2014 | A1 |
20150029798 | Manning | Jan 2015 | A1 |
20150042380 | Manning | Feb 2015 | A1 |
20150063052 | Manning | Mar 2015 | A1 |
20150078108 | Cowles et al. | Mar 2015 | A1 |
20150120987 | Wheeler | Apr 2015 | A1 |
20150134713 | Wheeler | May 2015 | A1 |
20150324290 | Leidel | Nov 2015 | A1 |
20150325272 | Murphy | Nov 2015 | A1 |
20150356009 | Wheeler et al. | Dec 2015 | A1 |
20150357047 | Tiwari | Dec 2015 | A1 |
20160064047 | Tiwari | Mar 2016 | A1 |
20160196856 | Tiwari et al. | Jul 2016 | A1 |
20160267951 | Tiwari | Sep 2016 | A1 |
Number | Date | Country |
---|---|---|
102141905 | Aug 2011 | CN |
0214718 | Mar 1987 | EP |
2026209 | Feb 2009 | EP |
H0831168 | Feb 1996 | JP |
2009259193 | Mar 2015 | JP |
10-0211482 | Aug 1998 | KR |
10-2010-0134235 | Dec 2010 | KR |
10-2013-0049421 | May 2013 | KR |
2001065359 | Sep 2001 | WO |
2010079451 | Jul 2010 | WO |
2013062596 | May 2013 | WO |
2013081588 | Jun 2013 | WO |
2013095592 | Jun 2013 | WO |
Entry |
---|
Boyd et al., “On the General Applicability of Instruction-Set Randomization”, Jul.-Sep. 2010, (14 pgs.), vol. 7, Issue 3, IEEE Transactions on Dependable and Secure Computing. |
Stojmenovic, “Multiplicative Circulant Networks Topological Properties and Communication Algorithms”, (25 pgs.), Discrete Applied Mathematics 77 (1997) 281-305. |
“4.9.3 MINLOC and MAXLOC”, Jun. 12, 1995, (5pgs.), Message Passing Interface Forum 1.1, retrieved from http://www.mpi.forum.org/docs/mpi-1./mpi-11-html/node79.html. |
Derby, et al., “A High-Performance Embedded DSP Core with Novel SIMD Features”, Apr. 6-10, 2003, (4 pgs), vol. 2, pp. 301-304, 2003 IEEE International Conference on Accoustics, Speech, and Signal Processing. |
Debnath, Biplob, Bloomflash: Bloom Filter on Flash-Based Storage, 2011 31st Annual Conference on Distributed Computing Systems, Jun. 20-24, 2011, 10 pgs. |
Pagiamtzis, Kostas, “Content-Addressable Memory Introduction”, Jun. 25, 2007, (6 pgs.), retrieved from: http://www.pagiamtzis.com/cam/camintro. |
Pagiamtzis, et al., “Content-Addressable Memory (CAM) Circuits and Architectures: A Tutorial and Survey”, Mar. 2006, (16 pgs.), vol. 41, No. 3, IEEE Journal of Solid-State Circuits. |
International Search Report and Written Opinion for PCT Application No. PCT/US2013/043702, dated Sep. 26, 2013, (11 pgs.). |
Elliot, et al., “Computational RAM: Implementing Processors in Memory”, Jan.-Mar. 1999, (10 pgs.), vol. 16, Issue 1, IEEE Design and Test of Computers Magazine. |
Dybdahl, et al., “Destructive-Read in Embedded DRAM, Impact on Power Consumption,” Apr. 2006, (10 pgs.), vol. 2, Issue 2, Journal of Embedded Computing-Issues in embedded single-chip multicore architectures. |
Kogge, et al., “Processing in Memory: Chips to Petaflops,” May 23, 1997, (8 pgs.), retrieved from: http://www.cs.ucf.edu/courses/cda5106/summer02/papers/kogge97PIM.pdf. |
Draper, et al., “The Architecture of the DIVA Processing-In-Memory Chip,” Jun. 22-26, 2002, (12 pgs.), ICS '02, retrieved from: http://www.isi.edu/˜draper/papers/ics02.pdf. |
Adibi, et al., “Processing-In-Memory Technology for Knowledge Discovery Algorithms,” Jun. 25, 2006, (10 pgs.), Proceeding of the Second International Workshop on Data Management on New Hardware, retrieved from: http://www.cs.cmu.edu/˜damon2006/pdf/adibi06inmemory.pdf. |
U.S. Appl. No. 13/449,082, entitled, “Methods and Apparatus for Pattern Matching,” filed Apr. 17, 2012, (37 pgs.). |
U.S. Appl. No. 13/743,686, entitled, “Weighted Search and Compare in a Memory Device,” filed Jan. 17, 2013, (25 pgs.). |
U.S. Appl. No. 13/774,636, entitled, “Memory as a Programmable Logic Device,” filed Feb. 22, 2013, (30 pgs.). |
U.S. Appl. No. 13/774,553, entitled, “Neural Network in a Memory Device,” filed Feb. 22, 2013, (63 pgs.). |
U.S. Appl. No. 13/796,189, entitled, “Performing Complex Arithmetic Functions in a Memory Device,” filed Mar. 12, 2013, (23 pgs.). |
Number | Date | Country | |
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20180286468 A1 | Oct 2018 | US |
Number | Date | Country | |
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62174996 | Jun 2015 | US |
Number | Date | Country | |
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Parent | 15645238 | Jul 2017 | US |
Child | 15997389 | US | |
Parent | 15179338 | Jun 2016 | US |
Child | 15645238 | US |