Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

Vladislav Neskorniuk^*, Pedro Jorge Freire de Carvalho Souza, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Jaroslaw E. Prilepsky, Nelson Costa, Sergei K. Turitsyn

^*Corresponding author for this work

Research output: Chapter in Book/Published conference output › Conference publication

2 results
- Title(descending)
- Award date

Deep Learning Methods for Nonlinearity Mitigation in Coherent Fiber-Optic Communication Links
Author: Neskorniuk, V., Nov 2022
Supervisor: Turitsyn, S. (Supervisor) & Prylepskiy, Y. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy

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Machine Learning Techniques To Mitigate Nonlinear Impairments In Optical Fiber System
Author: Freire de Carvalho Souza, P. J., Dec 2022
Supervisor: Turitsyn, S. (Supervisor) & Prylepskiy, Y. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy

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