| 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 |