Presentation Information
[ME3-4]All-Optical Neural Networks Using Silicon MRR Arrays and III-V SOAs
○Yunlong Li1,2, Zihang Yang1,2, Yu Han1,2,5, Kaiyuan Wang1,2, Deming Liu1,2, Shuang Zheng1,2,3,4, Minming Zhang1,2,3,4 (1.School of Optical and Electronic Information, Huazhong University of Science & Technology, 2.National Engineering Research Center of Next Generation Internet Access-system, 3.Hubei Optical Fundamental Research Center, 4.Optics Valley Laboratory, 5.Wuhan Elite Optronics Co.,Ltd)
Keywords:
Optical neural networks and reservoir computing
We propose an all-optical deep optical neural network based on silicon MRR arrays and III-V SOAs. The demonstrated all-optical neuron has been used on the MNIST handwritten digit recognition task with 97.69% accuracy.