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Reconfigurable nonlinear photonic activation function for photonic neural network based on non-volatile opto-resistive RAM switch

Zefeng Xu Baoshan Tang Xiangyu Zhang Jin Feng Leong Jieming Pan Sonu Hooda Evgeny Zamburg Aaron Voon-Yew Thean

光:科学与应用(英文版)2022,Vol.11Issue(10):P.2512-2522,11.
光:科学与应用(英文版)2022,Vol.11Issue(10):P.2512-2522,11.DOI:10.1038/s41377-022-00976-5

Reconfigurable nonlinear photonic activation function for photonic neural network based on non-volatile opto-resistive RAM switch

Zefeng Xu 1Baoshan Tang 2Xiangyu Zhang 2Jin Feng Leong 2Jieming Pan 2Sonu Hooda 2Evgeny Zamburg 2Aaron Voon-Yew Thean1

作者信息

  • 1. Integrative Sciences and Engineering Programme,NUS Graduate School,National University of Singapore,Singapore,Singapore Department of Electrical and Computer Engineering,National University of Singapore,4 Engineering Drive 3,Singapore 117583,Singapore
  • 2. Department of Electrical and Computer Engineering,National University of Singapore,4 Engineering Drive 3,Singapore 117583,Singapore
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摘要

关键词

network/neural/nonlinear

分类

数理科学

引用本文复制引用

Zefeng Xu,Baoshan Tang,Xiangyu Zhang,Jin Feng Leong,Jieming Pan,Sonu Hooda,Evgeny Zamburg,Aaron Voon-Yew Thean..Reconfigurable nonlinear photonic activation function for photonic neural network based on non-volatile opto-resistive RAM switch[J].光:科学与应用(英文版),2022,11(10):P.2512-2522,11.

基金项目

This work is supported by Agency for Science,Technology and Research(A*STAR) (A*STAR)

Singapore National Research Foundation''s Returning Singapore Scientist Scheme(NRF-RSS2015-003) (NRF-RSS2015-003)

Singapore under its AME Programmatic Funds(A1892b0026) (A1892b0026)

National Research Foundation Grant RSS2015-003 ()

the Singapore Hybrid-Integrated Next-Generation u-Electronics(SHINE)Centre hosted at the National University of Singapore(NUS). (SHINE)

光:科学与应用(英文版)

OACSCDCSTPCD

2095-5545

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