Integration Of Diffractive Optical Neural Networks With Electronic Neural Networks

Deniz Mengu,Yi Luo,Yair Rivenson,Aydogan Ozcan

2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO)（2020）

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摘要

We demonstrate jointly-trained hybrid (optical-electronic) networks, where diffractive optical neural networks act as a trainable front-end mitigating the information loss at a low-resolution image sensor to improve the overall classification accuracy of the hybrid network. (C) 2020 The Author(s)

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关键词

optical-electronic networks,classification accuracy,low-resolution image sensor,information loss,trainable front-end,jointly-trained hybrid networks,hybrid network,electronic neural networks,diffractive optical neural networks

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