Scalable Switch Capacitor Computation Cores for Accurate and Efficient Deep Learning Inference

    公开(公告)号:US20240176584A1

    公开(公告)日:2024-05-30

    申请号:US18071230

    申请日:2022-11-29

    CPC classification number: G06F7/523

    Abstract: An apparatus comprising: a first plurality of inputs representing an activation input vector; a second plurality of inputs representing a weight input vector; an analog multiplier-and-accumulator to generate a first analog voltage representing a first multiply-and-accumulate result for the said first inputs and the second inputs; a voltage multiplier that takes the said first analog voltage and produces a second analog voltage representing, a second multiply-and-accumulate result by multiplying at least one scaling factor to the first analog voltage; an analog to digital converter configured to convert the said second analog voltage multiply-and-accumulate result into a digital signal using a limited-precision operation during a neural network inference operation; and a hardware controller configured to determine the at least one scaling factor based on the first multiply-and-accumulate result, or a software controller configured to determine the at least one scaling factor based on the first multiply-and-accumulate result.

    SUBTRACTIVE VIA ETCH FOR MIMCAP
    7.
    发明申请

    公开(公告)号:US20230063908A1

    公开(公告)日:2023-03-02

    申请号:US17461096

    申请日:2021-08-30

    Abstract: Structures are provided that include a metal-insulator-metal capacitor (MIMCAP) present in the back-end-of-the-line (BEOL). The MIMCAP includes at least one of the bottom electrode and the top electrode having a via portion and a base portion that is formed utilizing a subtractive via etch process. Less via over etching occurs resulting in improved critical dimension control of the bottom and/or top electrodes that are formed by the subtractive via etch process. No bottom liner is present in the MIMCAP thus improving the resistance/capacitance of the device. Also, and in some embodiments, a reduced foot-print area is possible to bring the via portion of the bottom electrode closer to the top electrode.

    CHIP SECURITY FINGERPRINT
    8.
    发明申请

    公开(公告)号:US20180308807A1

    公开(公告)日:2018-10-25

    申请号:US15920562

    申请日:2018-03-14

    Abstract: Various methods and structures for fabricating a semiconductor chip structure comprising a chip identification “fingerprint” layer. A semiconductor chip structure includes a substrate and a chip identification layer disposed on the substrate, the chip identification layer comprising random patterns of electrically conductive material in trenches formed in a semiconductor layer. The chip identification layer is sandwiched between two layers of electrodes that have a crossbar structure. A first crossbar in the crossbar structure is located on a first side of the chip identification layer and includes a first set of electrical contacts in a first grid pattern contacting the first side of the chip identification layer. A second crossbar in the crossbar structure is located on a second side of the chip identification layer and includes a second set of electrical contacts in a second grid pattern contacting the second side of the chip identification layer.

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