Delay-weight plasticity-based supervised learning in optical spiking neural networks

Yanan Han; Shuiying Xiang; Zhenxing Ren; Chentao Fu; Aijun Wen; Yue Hao

doi:10.1364/PRJ.413742

Photonics Research, Volume. 9, Issue 4, B119(2021)

Delay-weight plasticity-based supervised learning in optical spiking neural networks

Yanan Han¹, Shuiying Xiang^1,2、*, Zhenxing Ren¹, Chentao Fu¹, Aijun Wen¹, and Yue Hao²

Author Affiliations

¹State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an 710071, China

²State Key Discipline Laboratory of Wide Band Gap Semiconductor Technology, School of Microelectronics, Xidian University, Xi’an 710071, China

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Yanan Han, Shuiying Xiang, Zhenxing Ren, Chentao Fu, Aijun Wen, Yue Hao. Delay-weight plasticity-based supervised learning in optical spiking neural networks[J]. Photonics Research, 2021, 9(4): B119

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Paper Information

Special Issue: DEEP LEARNING IN PHOTONICS

Received: Oct. 29, 2020

Accepted: Feb. 3, 2021

Published Online: Apr. 6, 2021

The Author Email: Shuiying Xiang (jxxsy@126.com)

DOI:10.1364/PRJ.413742

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