BP-based supervised learning algorithm for multilayer photonic spiking neural network and hardware implementation

We introduce a supervised learning algorithm for photonic spiking neural network (SNN) based on back propagation. For the supervised learning algorithm, the information is encoded into spike trains with different strength, and the SNN is trained according to different patterns composed of different...

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Vydané v:	Optics express Ročník 31; číslo 10; s. 16549
Hlavní autori:	Zhang, Yahui, Xiang, Shuiying, Han, Yanan, Guo, Xingxing, Zhang, Wu, Tan, Qinggui, Han, Genquan, Hao, Yue
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 08.05.2023
ISSN:	1094-4087, 1094-4087
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