APPARATUS AND METHODS FOR OPTICAL NEURAL NETWORK
    2.
    发明申请
    APPARATUS AND METHODS FOR OPTICAL NEURAL NETWORK 审中-公开
    用于光学神经网络的装置和方法

    公开(公告)号:WO2017210550A1

    公开(公告)日:2017-12-07

    申请号:PCT/US2017/035668

    申请日:2017-06-02

    Abstract: An optical neural network is constructed based on photonic integrated circuits to perform neuromorphic computing. In the optical neural network, matrix multiplication is implemented using one or more optical interference units, which can apply an arbitrary weighting matrix multiplication to an array of input optical signals. Nonlinear activation is realized by an optical nonlinearity unit, which can be based on nonlinear optical effects, such as saturable absorption. These calculations are implemented optically, thereby resulting in high calculation speeds and low power consumption in the optical neural network.

    Abstract translation: 基于光子集成电路构建光学神经网络以执行神经形态计算。 在光学神经网络中,使用一个或多个光学干涉单元来实现矩阵乘法,其可以将任意加权矩阵乘法应用于输入光学信号阵列。 非线性激活由光学非线性单元实现,该单元可以基于非线性光学效应,例如可饱和吸收。 这些计算以光学方式实现,从而在光学神经网络中实现高计算速度和低功耗。

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