Artificial Intelligence in Optical Communications: From Machine Learning to Deep Learning

Techniques from artificial intelligence have been widely applied in optical communication and networks, evolving from early machine learning (ML) to the recent deep learning (DL). This paper focuses on state-of-the-art DL algorithms and aims to highlight the contributions of DL to optical communicat...

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Bibliographic Details
Main Authors: Danshi Wang, Min Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Communications and Networks
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frcmn.2021.656786/full