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Инд. авторы: Sidelnikov O.S, Redyuk A.A., Sygletos S.
Заглавие: Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks
Библ. ссылка: Sidelnikov O.S, Redyuk A.A., Sygletos S. Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks // Proceedings of the European Conference on Optical Communication (ECOC): Roma, Italy, September 23-27, 2018. - 2018. - Art.8535144. - https://ieeexplore.ieee.org/document/8535144
Внешние системы: DOI: 10.1109/ECOC.2018.8535144; РИНЦ: 38685273; SCOPUS: 2-s2.0-85063234281;
Реферат: eng: 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. © 2018 IEEE.
Ключевые слова: Nonlinear equalization; Neural network complexity; Multi layer perceptron networks; Optical communication; Network layers; Equalizers; Backpropagation; Long-haul transmission systems; Perceptron network;
Издано: 2018
Физ. характеристика: 8535144
Ссылка: https://ieeexplore.ieee.org/document/8535144
Конференция: Название: 2018 European Conference on Optical Communication
Аббревиатура: ECOC
Город: Roma
Страна: Italy
Даты проведения: 2018-09-23 - 2018-09-27