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Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems. / Bogdanov, Stepan; Sidelnikov, Oleg.

The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, 2021. ci_p_7 (Optics InfoBase Conference Papers).

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

Harvard

Bogdanov, S & Sidelnikov, O 2021, Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems. in The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021., ci_p_7, Optics InfoBase Conference Papers, The Optical Society, 2021 European Conference on Lasers and Electro-Optics, CLEO/Europe 2021, Virtual, Online, Germany, 21.06.2021.

APA

Bogdanov, S., & Sidelnikov, O. (2021). Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems. In The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021 [ci_p_7] (Optics InfoBase Conference Papers). The Optical Society.

Vancouver

Bogdanov S, Sidelnikov O. Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems. In The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society. 2021. ci_p_7. (Optics InfoBase Conference Papers).

Author

Bogdanov, Stepan ; Sidelnikov, Oleg. / Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems. The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, 2021. (Optics InfoBase Conference Papers).

BibTeX

@inproceedings{f1e5bb7e9e184b75b81d79d8e23c012e,
title = "Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems",
abstract = "The complex-valued fully connected neural networks are applied for nonlinearity compensation in fiber optic communication systems. The superiority of a such approach over the real-valued neural networks and linear compensation schemes is demonstrated.",
author = "Stepan Bogdanov and Oleg Sidelnikov",
note = "Funding Information: The work was supported by grant of the President of the Russian Federation (MK-915.2020.9).; 2021 European Conference on Lasers and Electro-Optics, CLEO/Europe 2021 ; Conference date: 21-06-2021 Through 25-06-2021",
year = "2021",
language = "English",
series = "Optics InfoBase Conference Papers",
publisher = "The Optical Society",
booktitle = "The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021",
address = "United States",

}

RIS

TY - GEN

T1 - Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems

AU - Bogdanov, Stepan

AU - Sidelnikov, Oleg

N1 - Funding Information: The work was supported by grant of the President of the Russian Federation (MK-915.2020.9).

PY - 2021

Y1 - 2021

N2 - The complex-valued fully connected neural networks are applied for nonlinearity compensation in fiber optic communication systems. The superiority of a such approach over the real-valued neural networks and linear compensation schemes is demonstrated.

AB - The complex-valued fully connected neural networks are applied for nonlinearity compensation in fiber optic communication systems. The superiority of a such approach over the real-valued neural networks and linear compensation schemes is demonstrated.

UR - http://www.scopus.com/inward/record.url?scp=85120428904&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85120428904

T3 - Optics InfoBase Conference Papers

BT - The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021

PB - The Optical Society

T2 - 2021 European Conference on Lasers and Electro-Optics, CLEO/Europe 2021

Y2 - 21 June 2021 through 25 June 2021

ER -

ID: 34891515