IN-MEMORY COMPUTATION DEVICE FOR IMPLEMENTING AT LEAST A MULTILAYER NEURAL NETWORK

    公开(公告)号:US20240404569A1

    公开(公告)日:2024-12-05

    申请号:US18675916

    申请日:2024-05-28

    Abstract: An in-memory computation (IMC) device is configured to receive input data and provide intermediate output data. A word line activation circuit receives input data and provides corresponding word line activation signals. A memory array includes memory cells in a matrix arrangement coupled to bit lines and to word lines. Each bit line is traversed by a respective bit line current depending on the memory cells connected to the bit line. Selectors each coupled to a respective part of the bit lines are configured to select one of the respective bit lines. A digital detector for each selector is electrically connected, through the respective selector, with the respective bit line selected. The digital detectors sample the respective bit line currents and, in response to the bit line currents, provide the respective intermediate output data.

    IN-MEMORY COMPUTATION DEVICE FOR PERFORMING A SIGNED MAC OPERATION

    公开(公告)号:US20240404594A1

    公开(公告)日:2024-12-05

    申请号:US18731676

    申请日:2024-06-03

    Abstract: An in-memory computation device performs a multiply-and-accumulate (MAC) operation. A computation array includes groups of memory cells coupled to a bitline, each group storing a computational weight and having a positive cell flowing a positive-cell current and a negative cell flowing a negative-cell current which are a function of a total current and the sign and absolute value of the respective computational weight. A row-activation circuit receives an input signal and provides, for each input value, during an elaboration interval, a positive-activation signal having a positive-activation duration and a negative-activation signal having a negative-activation duration, the durations being a function of an elaboration duration and of the sign and absolute value of the respective input value. A column-elaboration circuit samples bitline current and provides, in response thereto, at least one output signal.

    IN-MEMORY COMPUTATION DEVICE FOR PERFORMING A SIGNED MAC OPERATION

    公开(公告)号:US20240404568A1

    公开(公告)日:2024-12-05

    申请号:US18731557

    申请日:2024-06-03

    Abstract: An in-memory computation device performs a multiply-and-accumulate (MAC) operation. A computation array includes groups of memory cells coupled to a bitline, each group storing a computational weight and having a positive cell flowing a positive-cell current and a negative cell flowing a negative-cell current which are a function of a total current and the sign and absolute value of the respective computational weight. A row-activation circuit receives an input signal and provides, for each input value, during an elaboration interval, a positive-activation signal having a positive-activation duration and a negative-activation signal having a negative-activation duration, the durations being a function of an elaboration duration and of the sign and absolute value of the respective input value. A column-elaboration circuit samples bitline current and provides, in response thereto, at least one output signal.

    IN-MEMORY COMPUTATION DEVICE WITH AT LEAST AN IMPROVED DIGITAL DETECTOR FOR A MORE ACCURATE CURRENT MEASUREMENT

    公开(公告)号:US20250046371A1

    公开(公告)日:2025-02-06

    申请号:US18790867

    申请日:2024-07-31

    Abstract: An in-memory computation device receives an input signal and provides an output signal. The device includes a memory array with memory cells coupled to word lines that receive word line activation signals indicative of the input signal and coupled to bit lines that generate bit line currents; and a digital detector for sampling the bit line current and, in response, providing the output signal. A digital detector includes: a control stage that compares the bit line current with at least one reference current and generates corresponding control signals; a selection stage that generates a total selection current based on the first bit line current and on the control signals; an integration stage that samples the total selection current; and a charge counter stage that generates the output signal on the basis of a sampled first total selection current and the control signals.

    ERROR CORRECTION IN DIFFERENTIAL MEMORY DEVICES WITH READING IN SINGLE-ENDED MODE IN ADDITION TO READING IN DIFFERENTIAL MODE
    9.
    发明申请
    ERROR CORRECTION IN DIFFERENTIAL MEMORY DEVICES WITH READING IN SINGLE-ENDED MODE IN ADDITION TO READING IN DIFFERENTIAL MODE 有权
    在具有读取单边模式的差异存储器件中的错误校正,以便在差异模式下读取

    公开(公告)号:US20150212880A1

    公开(公告)日:2015-07-30

    申请号:US14597824

    申请日:2015-01-15

    Abstract: A differential memory device includes of memory locations having a direct memory cell and a complementary memory cell. A corresponding method includes receiving a request of reading a selected data word associated with a selected code word, reading a differential code word representing a differential version of the selected code word, verifying the differential code word according to an error correction code, setting the selected data word according to the differential code word in response to a positive verification. The method further includes reading at least one single-ended code word representing a single-ended version of the selected code word, verifying the single-ended code word according to the error correction code, and setting the selected data word according to the single-ended code word in response to a negative verification of the differential code word and to a positive verification of the single-ended code word.

    Abstract translation: 差分存储器件包括具有直接存储单元和补充存储单元的存储单元。 相应的方法包括接收读取与所选码字相关联的所选数据字的请求,读取表示所选码字的差分版本的差分码字,根据纠错码验证差分码字,设置所选择的码字 数据字根据差分代码字响应积极的验证。 该方法还包括读取表示所选码字的单端版本的至少一个单端码字,根据纠错码验证单端码字,并根据单频码字单位设置所选择的数据字, 响应于对差分代码字的否定验证和对单端代码字的肯定验证,结束代码字。

    NON-VOLATILE MEMORY DEVICE WITH CLUSTERED MEMORY CELLS
    10.
    发明申请
    NON-VOLATILE MEMORY DEVICE WITH CLUSTERED MEMORY CELLS 有权
    具有聚集的存储器单元的非易失性存储器件

    公开(公告)号:US20140036564A1

    公开(公告)日:2014-02-06

    申请号:US13954908

    申请日:2013-07-30

    Abstract: An embodiment of a non-volatile memory device includes: a memory array, having a plurality of non-volatile logic memory cells arranged in at least one logic row, the logic row including a first row and a second row sharing a common control line; and a plurality of bit lines. Each logic memory cell has a direct memory cell, for storing a logic value, and a complementary memory cell, for storing a second logic value, which is complementary to the first logic value in the corresponding direct memory cell. The direct memory cell and the complementary memory cell of each logic memory cell are coupled to respective separate bit lines and are placed one in the first row and the other in the second row of the respective logic row.

    Abstract translation: 非易失性存储器件的实施例包括:存储器阵列,其具有布置在至少一个逻辑行中的多个非易失性逻辑存储器单元,所述逻辑行包括共享公共控制线的第一行和第二行; 和多个位线。 每个逻辑存储器单元具有用于存储逻辑值的直接存储单元和用于存储第二逻辑值的互补存储器单元,该第二逻辑值与对应的直接存储器单元中的第一逻辑值互补。 每个逻辑存储单元的直接存储单元和互补存储单元被耦合到相应的单独的位线,并且被放置在相应的逻辑行的第二行中的第一行而另一个中。

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