Jaroslaw E. Prilepsky
Orcid: 0000-0002-3035-4112
According to our database1,
Jaroslaw E. Prilepsky
authored at least 43 papers
between 2015 and 2023.
Collaborative distances:
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Bibliography
2023
Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks.
Commun. Nonlinear Sci. Numer. Simul., October, 2023
Optimized design of filterless horseshoe networks exploiting point-to-multipoint coherent transceivers.
J. Opt. Commun. Netw., September, 2023
Multi-period planning in metro-aggregation networks exploiting point-to-multipoint coherent transceivers.
JOCN, 2023
Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems.
CoRR, 2023
Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers.
CoRR, 2023
Constrained-Optimization of Filterless Horseshoe Networks Supporting P2MP Coherent Transceivers.
Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023
Meta-Heuristic Framework for Designing Filterless Horseshoe Networks with P2MP Transceivers.
Proceedings of the International Conference on Photonics in Switching and Computing, 2023
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Optimal Design of Filterless Horseshoe Networks Supporting Point-to-Multipoint Transceivers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
2022
Deep Neural Network-Aided Soft-Demapping in Coherent Optical Systems: Regression Versus Classification.
IEEE Trans. Commun., 2022
Optimization of survivable filterless optical networks exploiting digital subcarrier multiplexing.
JOCN, 2022
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays.
CoRR, 2022
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation.
CoRR, 2022
Computational Complexity Evaluation of Neural Network Applications in Signal Processing.
CoRR, 2022
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.
CoRR, 2022
Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication.
CoRR, 2022
Long-Term Cost-Effectiveness of Metro Networks Exploiting Point-to-Multipoint Transceivers.
Proceedings of the International Conference on Optical Network Design and Modeling, 2022
Optimized Physical Design of Metro Aggregation Networks using Point to Multipoint Transceivers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Multi-period Planning in Metro-Aggregation Networks using Point-to-Multipoint Transceivers.
Proceedings of the IEEE Global Communications Conference, 2022
2021
Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications.
CoRR, 2021
Realization of Neural Network-based Optical Channel Equalizer in Restricted Hardware.
CoRR, 2021
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the European Conference on Optical Communication, 2021
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model.
Proceedings of the European Conference on Optical Communication, 2021
2020
IEEE Trans. Commun., 2020
Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation.
Proceedings of the European Conference on Optical Communications, 2020
Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems.
Proceedings of the European Conference on Optical Communications, 2020
2019
Direct nonlinear Fourier transform algorithms for the computation of solitonic spectra in focusing nonlinear Schrödinger equation.
Commun. Nonlinear Sci. Numer. Simul., 2019
Noise-induced Signal Corruption in Nonlinear Fourier-based Optical Transmission System in the Presence of Discrete Eigenvalues.
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019
2018
Capacity Lower Bounds of the Noncentral Chi-Channel With Applications to Soliton Amplitude Modulation.
IEEE Trans. Commun., 2018
Communication System Based on Periodic Nonlinear Fourier Transform with Exact Inverse Transformation.
Proceedings of the European Conference on Optical Communication, 2018
Communication System Using Periodic Nonlinear Fourier Transform Based on Riemann-Hilbert Problem.
Proceedings of the European Conference on Optical Communication, 2018
Reduced-Complexity Nonlinear Inverse Synthesis Transmission Method with Polarization Division Multiplexing.
Proceedings of the European Conference on Optical Communication, 2018
2017
Spectral efficiency estimation in periodic nonlinear Fourier transform based communication systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Optimal Launch and Detection Points for the NFT-based Communication System with Lumped Amplification.
Proceedings of the European Conference on Optical Communication, 2017
2016
A Lower Bound on the Capacity of the Noncentral Chi Channel with Applications to Soliton Amplitude Modulation.
CoRR, 2016
First experimental demonstration of nonlinear inverse synthesis transmission over transoceanic distances.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016
2015
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015
Proceedings of the 2015 IEEE Information Theory Workshop, 2015
Modified nonlinear inverse synthesis for optical links with distributed Raman amplification.
Proceedings of the European Conference on Optical Communication, 2015