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    METHOD AND APPARATUS FOR PERFORMING DECONVOLUTION PROCESSING ON FEATURE DATA BY USING CONVOLUTION HARDWARE
    33.
    发明公开
    METHOD AND APPARATUS FOR PERFORMING DECONVOLUTION PROCESSING ON FEATURE DATA BY USING CONVOLUTION HARDWARE 审中-公开

    公开(公告)号：US20230409886A1

    公开(公告)日：2023-12-21

    申请号：US18247408

    申请日：2022-02-10

    Applicant: Beijing Horizon Robotics Technology Research and Development Co., Ltd.

    Inventor： Zhuoran ZHAO ,  Kai YU ,  Chang HUANG ,  Zhenjiang WANG ,  Jianjun LI ,  Delin LI ,  Yinan ZHANG

    IPC: G06N3/0464

    CPC classification number: G06N3/0464

    Abstract: The present disclosure provides a method and apparatus for deconvolving feature data using convolution hardware. The method includes: reading a feature map and deconvolution kernel into on-chip memory, and padding zeroes to the feature map; determining convolution kernels based on the deconvolution kernel; removing a row and/or column of each convolution kernel whose elements all are invalid weights, to obtain an optimized convolution kernel, and removing a corresponding row and/or column in the zero-padded feature map to obtain an corresponding optimized feature map; convolving each optimized convolution kernel with corresponding optimized feature map using the multiply-add array, to obtain convolutional outputs; and interleaving and synthesizing the convolutional outputs to obtain an interleaving synthetic output including at least a deconvolutional output corresponding to the feature map and deconvolution kernel. The method reduces hardware complexity, chip area and power consumption, and many invalid operations, improving operating efficiency of convolution hardware.

    Silicon nitride resonators for qubit generation and entanglement
    34.
    发明授权
    Silicon nitride resonators for qubit generation and entanglement 有权

    公开(公告)号：US11847535B2

    公开(公告)日：2023-12-19

    申请号：US18300584

    申请日：2023-04-14

    Applicant: QUANTUM SOURCE LABS LTD. ,  YEDA RESEARCH AND DEVELOPMENT CO. LTD.

    Inventor： Gil Semo ,  Ziv Aqua ,  Oded Melamed ,  Dan Charash ,  Serge Rosenblum ,  Barak Dayan

    IPC: G06N10/40

    CPC classification number: G06N10/40

    Abstract: A quantum computing system includes a first silicon nitride resonator couplable to a first alkali atom, a second silicon resonator couplable to a second alkali atom, and a plurality of lasers for trapping, cooling, and manipulating the first alkali atom and the second alkali atom. Detectors detect a presence of the trapped first alkali atom and the trapped second alkali atom, and a processor is configured to receive at least one input signal from at least one of the detectors, the input signal indicating a presence of the trapped first alkali atom and the trapped second alkali atom, and, based on the received input, control at least some of the plurality of lasers to manipulate at least one of the trapped first alkali atom and the trapped second alkali atom to thereby generate photonic qubits using the trapped first alkali atom or generate entanglement between photonic qubits transmitted to the trapped second alkali atom.

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