Characteristic extraction of soliton dynamics based on convolutional autoencoder neural network

Congcong Liu; Jiangyong He; Pan Wang; Dengke Xing; Jin Li; Yange Liu; Zhi Wang

doi:10.3788/COL202321.031901

Chinese Optics Letters, Volume. 21, Issue 3, 031901(2023)

Characteristic extraction of soliton dynamics based on convolutional autoencoder neural network

Congcong Liu, Jiangyong He^*, Pan Wang, Dengke Xing, Jin Li, Yange Liu, and Zhi Wang^**

Tianjin Key Laboratory of Optoelectronic Sensor and Sensing Network Technology, Institute of Modern Optics, Nankai University, Tianjin 300350, China

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Congcong Liu, Jiangyong He, Pan Wang, Dengke Xing, Jin Li, Yange Liu, Zhi Wang, "Characteristic extraction of soliton dynamics based on convolutional autoencoder neural network," Chin. Opt. Lett. 21, 031901 (2023)

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Paper Information

Category: Nonlinear Optics

Received: Jul. 8, 2022

Accepted: Sep. 20, 2022

Posted: Sep. 21, 2022

Published Online: Nov. 7, 2022

The Author Email: Jiangyong He (jiangyonghe@nankai.edu.cn), Zhi Wang (zhiwang@nankai.edu.cn)

DOI:10.3788/COL202321.031901

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