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Title: Efficient nonlinear activation function in optical neural network
Authors: Zhang, Hui
Wan, Ling Xiao
Gu, Mile
Jiang, Xudong
Thompson, Jayne
Cai, Hong
Paesani‬‪, Stefano
Santagati, ‪Raffaele
Laing, ‪Anthony
Lo, Guo Qiang
Kwong, Dim Lee
Kwek, Leong Chuan
Liu, Ai Qun
Keywords: Engineering
Issue Date: 2020
Source: Zhang, H., Wan, L. X., Gu, M., Jiang, X., Thompson, J., Cai, H., Paesani‬‪, S., Santagati, ‪., Laing, ‪., Lo, G. Q., Kwong, D. L., Kwek, L. C. & Liu, A. Q. (2020). Efficient nonlinear activation function in optical neural network. 2020 Conference on Lasers and Electro-Optics.
Abstract: An efficient nonlinear activation function for optical neural network is proposed and demonstrated by executing complex-valued algorithms and intensity measurement. Great learning capability are achieved by the inherent properties of the complex-valued optical neural network.
DOI: 10.1364/CLEO_AT.2020.JTh2B.6
Rights: © 2020 The Author(s). All rights reserved.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:EEE Conference Papers

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