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Conferences > EQEC > 2021 > ej_1 > ej_1_4
  • 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference
  • OSA Technical Digest (Optica Publishing Group, 2021),
  • paper ej_1_4

Computing Continuous Nonlinear Fourier Spectrum of Optical Signal with Artificial Neural Networks

Egor Sedov, Jaroslaw Prilepsky, Igor Chekhovskoy, and Sergei Turitsyn

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Abstract

We propose the artificial neural network architecture that can efficiently perform the nonlinear Fourier optical signal processing. The performance of the new method is analysed considering the error between the precomputed and predicted nonlinear spectra.

© 2021 IEEE

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