Comparing Performance of Deep Convolution Networks in Reconstructing Soliton Molecules Dynamics from Real-Time Spectral Interference

by Caiyun Li, Jiangyong He, Yange Liu, Yang Yue, Luhe Zhang, Longfei Zhu, Mengjie Zhou, Congcong Liu, Kaiyan Zhu, Zhi Wang
Published 2021-02-01

Analysis of real-time spectral interference using a deep neural network to reconstruct multi-soliton dynamics in mode-locked lasers

by Caiyun Li, Jiangyong He, Ruijing He, Yange Liu, Yang Yue, Weiwei Liu, Luhe Zhang, Longfei Zhu, Mengjie Zhou, Kaiyan Zhu, Zhi Wang
Published 2020-11-01

Optical Machine Learning Using Time-Lens Deep Neural NetWorks

by Luhe Zhang, Caiyun Li, Jiangyong He, Yange Liu, Jian Zhao, Huiyi Guo, Longfei Zhu, Mengjie Zhou, Kaiyan Zhu, Congcong Liu, Zhi Wang
Published 2021-03-01