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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Veröffentlicht in:	Optics express Jg. 31; H. 10; S. 16549
Hauptverfasser:	Zhang, Yahui, Xiang, Shuiying, Han, Yanan, Guo, Xingxing, Zhang, Wu, Tan, Qinggui, Han, Genquan, Hao, Yue
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States 08.05.2023
ISSN:	1094-4087, 1094-4087
Online-Zugang:	Volltext
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