Presentation Information

5:00 PM - 5:15 PM JST(8:00 AM - 8:15 AM UTC)

[ME3-4]All-Optical Neural Networks Using Silicon MRR Arrays and III-V SOAs

○Yunlong Li^1,2, Zihang Yang^1,2, Yu Han^1,2,5, Kaiyuan Wang^1,2, Deming Liu^1,2, Shuang Zheng^1,2,3,4, Minming Zhang^1,2,3,4 (¹Huazhong Univ. of Science & Technology, ²National Engineering Research Center of Next Generation Internet Access-system, ³Hubei Optical Fundamental Research Center, ⁴Optics Valley Laboratory, ⁵Wuhan 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.

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