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). ITA: 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: | College of Engineering & Physical Sciences College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT) |
| Additional Information: | © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| 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: | 01 Apr 2024 07:53 |
| Date Deposited: | 22 Nov 2018 12:00 |
| Full Text Link: | |
| 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 ( 
0000-0003-2063-8733)
|
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)