| Complex-valued neural network design for mitigation of signal distortions in optical links PJ Freire, V Neskornuik, A Napoli, B Spinnler, N Costa, G Khanna, ... Journal of Lightwave Technology 39 (6), 1696-1705, 2020 | 66 | 2020 |
| End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model V Neskorniuk, A Carnio, V Bajaj, D Marsella, SK Turitsyn, JE Prilepsky, ... 2021 European Conference on Optical Communication (ECOC), 1-4, 2021 | 29 | 2021 |
| Model-based deep learning of joint probabilistic and geometric shaping for optical communication V Neskorniuk, A Carnio, D Marsella, SK Turitsyn, JE Prilepsky, V Aref CLEO: Science and Innovations, SW4E. 5, 2022 | 9 | 2022 |
| Memory-aware end-to-end learning of channel distortions in optical coherent communications V Neskorniuk, A Carnio, D Marsella, SK Turitsyn, JE Prilepsky, V Aref Optics Express 31 (1), 1-20, 2023 | 7 | 2023 |
| Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation V Neskorniuk, PJ Freire, A Napoli, B Spinnler, W Schairer, JE Prilepsky, ... 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 7 | 2020 |
| Neural-Network-Based Nonlinearity Equalizer for 128 GBaud Coherent Transcievers V Neskorniuk, F Buchali, V Bajaj, SK Turitsyn, JE Prilepsky, V Aref Optical Fiber Communication Conference, Th1A. 30, 2021 | 6 | 2021 |
| Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems PJ Freire, V Neskornuik, A Napoli, B Spinnler, N Costa, JE Prilepsky, ... 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 3 | 2020 |
| Dissipative dispersion-managed solitons in fiber-optic systems with lumped amplification V Neskorniuk, A Lukashchuk, G Ovchinnikov, F Küppers, A Chipouline Optics Letters 44 (11), 2657-2660, 2019 | 3 | 2019 |
| Optical Rectification of Phase Modulated Signal Based on Injection Locking A Lukashchuk, VA Neskorniuk, VS Lyubopytov, IR Gabitov, M Malekizandi, ... Journal of Physics: Conference Series 917 (5), 052014, 2017 | 2 | 2017 |
| Estimation of Kerr nonlinearity distortion in coherent dense wavelength-division multiplexing fiber-optic communication lines A Lotsmanov, V Neskorniuk, G Sidelnikov, P Plotnikov 2019 IEEE International Black Sea Conference on Communications and …, 2019 | 1 | 2019 |
| Deep learning methods for nonlinearity mitigation in coherent fiber-optic communication links V Neskorniuk Aston University, 2022 | | 2022 |
| Nonlinear Pulses in Dispersion-Managed Fiber-Optic Systems in Presence of High Losses V Neskorniuk, A Lukashchuk, I Gabitov, A Chipouline, M Malekizandi, ... Journal of Physics: Conference Series 1124 (5), 051011, 2018 | | 2018 |
