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


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.

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Divisions: College of Engineering & Physical Sciences
College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT)
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Event Title: 2018 European Conference on Optical Communication (ECOC)
Event Type: Other
Event Dates: 2018-09-23 - 2018-09-27
ISBN: 978-1-5386-4863-6, 978-1-5386-4862-9
Last Modified: 15 Jul 2024 08:41
Date Deposited: 22 Nov 2018 12:00
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Related URLs: https://ieeexpl ... ocument/8535144 (Publisher URL)
PURE Output Type: Conference contribution
Published Date: 2018-11-15
Accepted Date: 2018-06-22
Authors: Sidelnikov, Oleg
Redyuk, Alexey A.
Sygletos, Stylianos (ORCID Profile 0000-0003-2063-8733)



Version: Accepted Version

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