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Optical neural network for engineering design

机译:工程设计光学神经网络

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摘要

An optical neural-network architecture is proposed that captures engineering design expertise and makes it available to designers. The network and its use as an associative memory are described. A novel fast learning algorithm is shown to be orders-of-magnitude faster than backpropagation. Reasons are presented for the feasibility of an optical implementation that uses novel optical devices. A structural example illustrates how engineering design expertise is captured and recovered from the network.
机译:提出了一种光学神经网络架构,以捕获工程设计专业知识并使其可供设计人员使用。描述了网络及其作为关联存储器的用途。新颖的快速学习算法显示为比BackPropagation更快的幅度订单。提供了使用新型光学器件的光学实现的可行性的原因。结构示例说明了如何从网络捕获和恢复工程设计专业知识。

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