Jaroslaw E. Prilepsky (Yaroslav Prylepskiy)
Aston University
H-index: 27
Europe-United Kingdom
Top articles of Jaroslaw E. Prilepsky (Yaroslav Prylepskiy)
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Periodic finite-band solutions to the focusing nonlinear Schrödinger equation by the Fokas method: inverse and direct problems | arXiv preprint arXiv:2311.16902 | Dmitry Shepelsky Iryna Karpenvko Stepan Bogdanov Jaroslaw E Prilepsky | 2023/11/28 |
Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive Approach | Pedro Freire Sasipim Srivallapanondh Bernhard Spinnler Antonio Napoli Nelson Costa | 2024/4/10 | |
Parallelization of recurrent neural network-based equalizer for coherent optical systems via knowledge distillation | Journal of Lightwave Technology | Sasipim Srivallapanondh Pedro J Freire Bernhard Spinnler Nelson Costa Antonio Napoli | 2024/4/1 |
Artificial neural networks for photonic applications—from algorithms to implementation: tutorial | Pedro Freire Egor Manuylovich Jaroslaw E Prilepsky Sergei K Turitsyn | 2023/9/30 | |
Channel model for the dual-polarization b-modulated nonlinear frequency-division multiplexing optical transmission systems | Optics Express | Stanislav A Derevyanko Jaroslaw E Prilepsky | 2023/6/5 |
Multi-period planning in metro-aggregation networks exploiting point-to-multipoint coherent transceivers | Journal of Optical Communications and Networking | Mohammad Mohammad Hosseini Joao Pedro Antonio Napoli Nelson Costa Jaroslaw E Prilepsky | 2023/3/1 |
Meta-Heuristic Framework for Designing Filterless Horseshoe Networks with P2MP Transceivers | Mohammad M Hosseini João Pedro Antonio Napoli Nelson Costa Jaroslaw E Prilepsky | 2023/9/26 | |
Theoretical model of nonlinear noise in the b-modulated dual polarization optical transmission systems | Stanislav Derevyanko Jaroslaw Prilepsky | 2023/5/7 | |
Constrained-Optimization of Filterless Horseshoe Networks Supporting P2MP Coherent Transceivers | Mohammad M Hosseini João Pedro Antonio Napoli Nelson Costa Jaroslaw E Prilepsky | 2023/11/28 | |
Reducing computational complexity of neural networks in optical channel equalization: From concepts to implementation | Journal of Lightwave Technology | Pedro J Freire Antonio Napoli Bernhard Spinnler Michael Anderson Diego Argüello Ron | 2023/1/5 |
Optimized design of filterless horseshoe networks exploiting point-to-multipoint coherent transceivers | Journal of Optical Communications and Networking | Mohammad M Hosseini João Pedro Antonio Napoli Nelson Costa Jaroslaw E Prilepsky | 2023/9/1 |
Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers | Sasipim Srivallapanondh Pedro J Freire Antonio Napoli Sergei K Turitsyn Jaroslaw E Prilepsky | 2023/5/7 | |
Optimal Node Design in Filterless Horseshoe Networks with Point-to-Multipoint Transceivers | J Pedro MM Hosseini N Costa A Napoli JE Prilepsky | 2023/11/12 | |
Memory-aware end-to-end learning of channel distortions in optical coherent communications | Optics Express | Vladislav Neskorniuk Andrea Carnio Domenico Marsella Sergei K Turitsyn Jaroslaw E Prilepsky | 2023/1/2 |
Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems | arXiv preprint arXiv:2307.05374 | Sasipim Srivallapanondh Pedro J Freire Ashraful Alam Nelson Costa Bernhard Spinnler | 2023/7/4 |
Fiber-optic communications based on finite-genus solutions to the NLS with a convolutional neural network receiver | Stepan Bogdanov Jaroslaw E Prilepsky Dmitry Shepelsky Morteza Kamalian-Kopae Anastasiia Vasylchenkova | 2023/10/1 | |
Optimal design of filterless horseshoe networks supporting point-to-multipoint transceivers | Mohammad M Hosseini João Pedro Nelson Costa Antonio Napoli Jaroslaw E Prilepsky | 2023/3/5 | |
Low-complexity efficient neural network optical channel equalizers: training, inference, and hardware synthesis | Pedro J Freire Sasipim Srivallapanondh Bernhard Spinnler Antonio Napoli Nelson Costa | 2023/1/1 | |
Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks | Communications in Nonlinear Science and Numerical Simulation | Stepan Bogdanov Dmitry Shepelsky Anastasiia Vasylchenkova Egor Sedov Pedro J Freire | 2023/10/1 |
Implementing neural network-based equalizers in a coherent optical transmission system using field-programmable gate arrays | Journal of Lightwave Technology | Pedro J Freire Sasipim Srivallapanondh Michael Anderson Bernhard Spinnler Thomas Bex | 2023/6/15 |
Co-Authors
