Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks

Oleg Sidelnikov, Alexey Redyuk, Stylianos Sygletos

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

5 Citations (Scopus)

Abstract

In this paper we investigate the application of dynamic multi-leyer perceptron networks for long haul transmission systems showing performance improvement and significant superiority of neural network complexity over digital back-propagation method.

Original languageEnglish
Title of host publication2018 European Conference on Optical Communication, ECOC 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Volume2018-September
ISBN (Electronic)9781538648629
DOIs
Publication statusPublished - 14 Nov 2018
Event2018 European Conference on Optical Communication, ECOC 2018 - Rome, Italy
Duration: 23 Sep 201827 Sep 2018

Conference

Conference2018 European Conference on Optical Communication, ECOC 2018
CountryItaly
CityRome
Period23.09.201827.09.2018

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