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Conferences > CLEO_Europe > 2021 > ci_p > ci_p_7
  • 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference
  • OSA Technical Digest (Optica Publishing Group, 2021),
  • paper ci_p_7

Complex Fully Connected Neural Networks for Nonlinearity Compensation in Long-Haul Transmission Systems

Stepan Bogdanov and Oleg Sidelnikov

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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.

© 2021 IEEE

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