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https://hdl.handle.net/10356/151460| 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. https://dx.doi.org/10.1364/CLEO_AT.2020.JTh2B.6 | Conference: | 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. | URI: | https://hdl.handle.net/10356/151460 | DOI: | 10.1364/CLEO_AT.2020.JTh2B.6 | Schools: | School of Electrical and Electronic Engineering | 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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| File | Description | Size | Format | |
|---|---|---|---|---|
| [2] Efficient nonlinear activation function in Optical Neural Network.pdf | 1.23 MB | Adobe PDF |  View/Open |
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