IN-MEMORY ANALOG CHANNEL EQUALIZATION
    2.
    发明公开

    公开(公告)号:US20240113698A1

    公开(公告)日:2024-04-04

    申请号:US17956844

    申请日:2022-09-30

    CPC classification number: H03H17/02 H03H2218/10

    Abstract: A radiofrequency frontend device includes a memory array, which includes a plurality of input lines; a plurality of output lines; and a plurality of impedance devices, each impedance device connecting an input line of the plurality of input lines to an output line of the plurality of output lines, wherein each impedance represents a filter coefficient; wherein the radiofrequency frontend device is configured to provide at each input line of the plurality of input lines a sampled voltage of an analog electric signal, each sampled voltage corresponding to a voltage of the analog electric signal during a respective time period of a plurality of time periods; and when the memory array receives the sampled voltages, the memory array is configured to modify each of the sampled voltages by a respective impedance device of the plurality of impedance devices and sum the modified sampled voltages.

    ON-CHIP DIGITALLY CONTROLLED ERROR RATE-LOCKED LOOP FOR ERROR RESILIENT EDGE ARTIFICIAL INTELLIGENCE

    公开(公告)号:US20230297149A1

    公开(公告)日:2023-09-21

    申请号:US17695158

    申请日:2022-03-15

    Inventor: Hechen WANG

    CPC classification number: G06F1/26

    Abstract: Embodiments herein relate to a neural network processor in a control loop, where the control loop sets an optimum supply voltage for the processor based on a measured error count or rate of the neural network. For example, if the measured error count is greater than a target level or range, the supply voltage can be increased. If the measured error count is below the target level or range, the supply voltage can be decreased. The error rate can be measured by providing an error detection circuit for one or more monitored nodes/processing units of a neural network. The error detection circuit can receive the same input data as the associated monitored processing unit, but operates on only a portion of the input data.

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