Novel evolutionary planning technique for flexible-grid transmission in optical networks
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
Pedro J. Freire; Vladislav Neskornuik; Antonio Napoli; Bernhard Spinnler; Nelson Costa; Jaroslaw E. Prilepsky; Emilio Riccardi; Sergei K. Turitsyn
Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems
Experimental Study of Deep Neural Network Equalizers Performance in Optical Links
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