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

Sidelnikov, Oleg, Redyuk, Alexey A. and Sygletos, Stylianos (2018). Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks. IN: 2018 European Conference on Optical Communication (ECOC). IEEE.

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.

Publication DOI: https://doi.org/10.1109/ECOC.2018.8535144
Divisions: Engineering & Applied Sciences
Engineering & Applied Sciences > Institute of Photonics
Engineering & Applied Sciences > Electrical, electronic & power engineering
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Event Title: 2018 European Conference on Optical Communication (ECOC)
Event Type: Other
Event Dates: 2018-09-23 - 2018-09-27
Full Text Link:
Related URLs: https://ieeexpl ... ocument/8535144 (Publisher URL)
Published Date: 2018-11-15
Authors: Sidelnikov, Oleg
Redyuk, Alexey A.
Sygletos, Stylianos

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