Transformer in optronic neural networks for image classification

Chen Xu,Xiubao Sui,Jia Liu,Yuhang Fei,Liping Wang,Qian Chen

Optics & Laser Technology（2023）

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摘要

•First demonstration of attention-based approach in optical neural network.•Reconfigurable, scalable, high-precision optical classification architecture.•More capable of extracting global features compared to CNN.•The proposed architecture shows improved performance during image classification.

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关键词

Optical neural network, Fourier optics, Self-attention, Optical convolution

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