Add to BibSonomyAbstract
We reveal that synthetic photonic lattice based on coupled fiber rings can realise deep neural networks foroptical pulse trains, and demonstrate the capabilities in efficient training for signal distortion compensation and nonlinear transformations.
© 2021 IEEE
PDF ArticleMore Like This
Theoretical Proposal of Optical Neural Network Architecture with Temporal Synthetic Dimension
Bo Peng, Shuo Yan, Dali Cheng, Danying Yu, Zhanwei Liu, Vladislav V. Yakovlev, Xianfeng Chen, and Luqi Yuan
FTh1A.1 CLEO: QELS_Fundamental Science (CLEO:FS) 2022
Inverse design for integrated photonics using deep neural network
Keisuke Kojima, Toshiaki Koike-Akino, Yingheng Tang, and Ye Wang
IF3A.6 Integrated Photonics Research, Silicon and Nanophotonics (IPR) 2021
Noise analysis of SOA-based All-optical Photonic Deep Neural Network with WDM input
Bin Shi, Bitao Pan, Nicola Calabretta, and Ripalta Stabile
Tu3B.4 Photonics in Switching and Computing (PS) 2021