Optical implementation of a multi-layer neural network by SLR and MSLM

A. McAulay, X. Xu, J. Wang
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引用次数: 1

Abstract

An optical implementation of a multilayer neural network by spatial light rebroadcaster (SLR) and microchannel spatial light modulation (MSLM) is presented. In the system, the SLR is used as a buffer, which is an optical storage material that can be written with an Ar laser and read with an IR laser. The MSLM has a very sharp low-level boundary, and is used for thresholding. Since SLR and MSLM are used to handle data and thresholding instead of using a computer, a high-speed processing system can be achieved. The speed limitation of the system is the response times of the SLR and MLSM.<>
一种多层神经网络的光学实现
提出了一种利用空间光中继器(SLR)和微通道空间光调制(MSLM)实现多层神经网络的方法。在该系统中,单反被用作缓冲器,它是一种光存储材料,可以用Ar激光器写入,用IR激光器读取。MSLM具有非常清晰的低水平边界,并用于阈值设定。由于单反和MSLM是用来处理数据和阈值,而不是使用计算机,因此可以实现高速处理系统。系统的速度限制是单反和MLSM的响应时间。
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