All-optical Leaky-integrate-and-fire Neuron with Half-sigmoid Transfer Function

被引：0

作者：

Li, Qiang ^{[1
]}

Wang, Zhi ^{[1
]}

Fu, Ziling ^{[1
]}

Wang, Huiying ^{[1
]}

Cui, Can ^{[1
]}

Wu, Chongqing ^{[1
]}

机构：

[1] Beijing Jiaotong Univ, Inst Opt Informat, Key Lab Luminescence & Opt Informat, Minist Educ, Beijing 100044, Peoples R China

来源：

2019 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP) | 2019年

基金：

中国国家自然科学基金;

关键词：

IMPLEMENTATION;

D O I：

暂无

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

We experimentally demonstrated an all-optical leaky-integrate-and-fire (LIF) neuron which can perform half-sigmoid transfer function. The proposed all-optical LIF neuron can behave as an excitatory or inhibitory neuron by tuning the initial state of polarization. (C) 2019 The Author(s)

引用

页数：3

共 22 条

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Kravtsov, Konstantin S.
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Fok, Mable P.
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Tait, Alexander N.
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IEEE PHOTONICS JOURNAL, 2012, 4 (02): : 528 - 534
[22] Standard-compliant jitter transfer function of all-optical clock recovery at 40 GHz based on a quantum-dot self-pulsating semiconductor laser
Renaudier, J
Lavigne, B
Lelarge, F
Jourdran, M
Dagens, B
Legouezigou, O
Gallion, R
Duan, GH
IEEE PHOTONICS TECHNOLOGY LETTERS, 2006, 18 (9-12) : 1249 - 1251

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