Learning Speed of four-layer-DNN-based Nonlinear Equalizer for Optical Communication Systems-Reference-Cited by-同舟云学术

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Learning Speed of four-layer-DNN-based Nonlinear Equalizer for Optical Communication Systems

Published:2022-07-03 Issue: Volume: Page:
ISSN:
Container-title:2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)
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Author:

Nakamura Jinya¹,Ikuta Kai¹,Nakamura Moriya¹

Affiliation:

1. School of Science and Technology, Meiji Univ.,Kanagawa,Japan,214-8571

Funder

Fujikura Foundation

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9849706/9849712/09849963.pdf?arnumber=9849963

Reference10 articles.

1. Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM

2. Artificial neural networks for linear and non-linear impairment mitigation in high-baudrate IM/DD systems;estarán;European Conference on Optical Communication (ECOC2016) M 2 B 2,0

3. Overfitting in four-layer-DNN-based nonlinear equalizer for optical fiber transmission systems;nakamura;2021 International Conference on Emerging Technologies for Communications (ICETC2021),0

4. Intra-channel nonlinearities mitigation in pseudo-linear coherent QPSK transmission systems via nonlinear electrical equalizer

5. Compensation of Dispersion and Nonlinear Impairments Using Digital Backpropagation

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