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Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks. / Sidelnikov, Oleg; Redyuk, Alexey; Sygletos, Stylianos.

2018 European Conference on Optical Communication, ECOC 2018. Vol. 2018-September Institute of Electrical and Electronics Engineers Inc., 2018. 8535144.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Sidelnikov, O, Redyuk, A & Sygletos, S 2018, Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks. in 2018 European Conference on Optical Communication, ECOC 2018. vol. 2018-September, 8535144, Institute of Electrical and Electronics Engineers Inc., 2018 European Conference on Optical Communication, ECOC 2018, Rome, Italy, 23.09.2018. https://doi.org/10.1109/ECOC.2018.8535144

APA

Sidelnikov, O., Redyuk, A., & Sygletos, S. (2018). Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks. In 2018 European Conference on Optical Communication, ECOC 2018 (Vol. 2018-September). [8535144] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECOC.2018.8535144

Vancouver

Sidelnikov O, Redyuk A, Sygletos S. Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks. In 2018 European Conference on Optical Communication, ECOC 2018. Vol. 2018-September. Institute of Electrical and Electronics Engineers Inc. 2018. 8535144 doi: 10.1109/ECOC.2018.8535144

Author

Sidelnikov, Oleg ; Redyuk, Alexey ; Sygletos, Stylianos. / Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks. 2018 European Conference on Optical Communication, ECOC 2018. Vol. 2018-September Institute of Electrical and Electronics Engineers Inc., 2018.

BibTeX

@inproceedings{bdae042b612445b4a5d573cea3f23d09,
title = "Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks",
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.",
author = "Oleg Sidelnikov and Alexey Redyuk and Stylianos Sygletos",
year = "2018",
month = nov,
day = "14",
doi = "10.1109/ECOC.2018.8535144",
language = "English",
volume = "2018-September",
booktitle = "2018 European Conference on Optical Communication, ECOC 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",
note = "2018 European Conference on Optical Communication, ECOC 2018 ; Conference date: 23-09-2018 Through 27-09-2018",

}

RIS

TY - GEN

T1 - Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks

AU - Sidelnikov, Oleg

AU - Redyuk, Alexey

AU - Sygletos, Stylianos

PY - 2018/11/14

Y1 - 2018/11/14

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85063234281&partnerID=8YFLogxK

U2 - 10.1109/ECOC.2018.8535144

DO - 10.1109/ECOC.2018.8535144

M3 - Conference contribution

AN - SCOPUS:85063234281

VL - 2018-September

BT - 2018 European Conference on Optical Communication, ECOC 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 European Conference on Optical Communication, ECOC 2018

Y2 - 23 September 2018 through 27 September 2018

ER -

ID: 18948481