Multi-layer Optical Convolutional Neural Network with Nonlinear Activation

作者：Zheng Huang, Conghe Wang, Wanxin Shi, Shukai Wu, Sigang Yang, Hongwei Chen · 年份：2024 · DOI：10.1364/cleo_si.2024.sf2a.7 · 被引用次数：2 · 研究领域：Neural Networks and Reservoir Computing、Neural Networks and Applications、Optical Coherence Tomography Applications

We present a compact multi-layer optical convolutional neural network for pre-sensor computing with nonlinear activation by masks and an image intensifier. This can off-load 83.1% computation to optics and achieve competitive accuracies for classification tasks.