REAL-NET publications

Egor V. Sedov, Pedro J. Freire, Igor S. Chekhovskoy, Sergei K. Turitsyn, Jaroslaw E. Prilepsky

Neural Networks For Nonlinear Fourier Spectrum Computation

ECOC-2021 Conference

Egor V. Sedov, Pedro J. Freire, Vladimir V. Seredin, Vladyslav A. Kolbasin, Morteza Kamalian-Kopae, Igor S. Chekhovskoy, Sergei K. Turitsyn, Jaroslaw E. Prilepsky

Neural networks for computing the continuous nonlinear Fourier spectrum in focusing nonlinear Schrodinger equation: NFT-Net

Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems

Transfer Learning for Neural Networks-based Equalizers in Coherent Optical Systems

Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

Power and Modulation Format Transfer Learning for Neural Network Equalizers in Coherent Optical Transmission Systems

Pedro J. Freire, Vladislav Neskorniuk, Antonio Napoli, Bernhard Spinner, Nelson Costa, Ginni Khanna, Emilio Riccardi, Jaroslav E. Prilepsky, Sergei K. Turitsyn

Complex-valued neural network design for mitigation of signal distortions in optical links

Luis Velasco, Sima Barzegar, Diogo Sequeira, Alessio Ferrari, Nelson Costa, Vittorio Curri, Joao Pedro, Antonio Napoli, Marc Ruiz

Autonomous and Energy Efficient Lightpath Operation based on Digital Subcarrier Multiplexing