End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design

Boris Karanov, Polina Bayvel, Laurent Schmalen

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Abstract

We implement a complete fiber-optic communication system as an end-to-end computational graph using an artificial neural network (ANN)-based transceiver. We highlight transceivers implemented using feedforward or recurrent ANN, and illustrate their performance by an example.

Original languageEnglish
Title of host publication2020 European Conference on Optical Communications, ECOC 2020
PublisherInstitute of Electrical and Electronics Engineers
Number of pages4
ISBN (Electronic)9781728173610
DOIs
Publication statusPublished - 4 Feb 2021
Event46th European Conference on Optical Communications, ECOC 2020 - Virtual, Brussels, Belgium
Duration: 6 Dec 202010 Dec 2020

Conference

Conference46th European Conference on Optical Communications, ECOC 2020
Abbreviated titleECOC 2020
CountryBelgium
CityVirtual, Brussels
Period6/12/2010/12/20

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