Jaroslaw E. Prilepsky

57 papers B 2Misc 1Journal 29Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Experimental Demonstration of Online Learning-Based Concept Drift Adaptation for Failure Detection in Optical Networks.
CoRR
Yousuf Moiz Ali, Jaroslaw E. Prilepsky, João Pedro, Antonio Napoli, Sasipim Srivallapanondh, Sergei K. Turitsyn, Pedro J. Freire
2025 — conf
FPGA Implementation of Low-Power Multiplierless Pre-Processing Free Chromatic Dispersion Equalizer.
OFC
Geraldo Gomes, Pedro J. Freire, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2025 J jnl
From Data to Decision: A Multi-Stage Framework for Class Imbalance Mitigation in Optical Network Failure Analysis.
CoRR
Yousuf Moiz Ali, Jaroslaw E. Prilepsky, Nicola Sambo, João Pedro, Mohammad M. Hosseini, Antonio Napoli, Sergei K. Turitsyn, Pedro J. Freire
2025 J jnl
Pre-, In-, and Post-Processing Class Imbalance Mitigation Techniques for Failure Detection in Optical Networks.
CoRR
Yousuf Moiz Ali, Jaroslaw E. Prilepsky, Nicola Sambo, João Pedro, Mohammad M. Hosseini, Antonio Napoli, Sergei K. Turitsyn, Pedro J. Freire
2025 — conf
Weight-Clustered Neural Networks for Low-Complexity Nonlinear Equalization in Digital Subcarrier Multiplexing Systems.
OFC
Sasipim Srivallapanondh, Pedro J. Freire, Giuseppe Parisi, Mariano Devigili, Nelson Costa, Bernhard Spinnler, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2024 J jnl
Artificial Neural Networks for Photonic Applications: From Algorithms to Implementation.
CoRR
Pedro J. Freire, Egor Manuylovich, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2024 J jnl
Geometric Clustering for Hardware-Efficient Implementation of Chromatic Dispersion Compensation.
CoRR
Geraldo Gomes, Pedro J. Freire, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2024 J jnl
Improving Analog Neural Network Robustness: A Noise-Agnostic Approach with Explainable Regularizations.
CoRR
Alice Duque, Pedro J. Freire, Egor Manuylovich, Dmitrii Stoliarov, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2023 — conf
Constrained-Optimization of Filterless Horseshoe Networks Supporting P2MP Coherent Transceivers.
VCC
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2023 J jnl
Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers.
CoRR
Sasipim Srivallapanondh, Pedro J. Freire, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2023 — conf
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection.
OFC
Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2023 Misc conf
Meta-Heuristic Framework for Designing Filterless Horseshoe Networks with P2MP Transceivers.
PSC
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2023 J jnl
Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems.
CoRR
Sasipim Srivallapanondh, Pedro J. Freire, Ashraful Alam, Nelson Costa, Bernhard Spinnler, Antonio Napoli, Egor Sedov, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2023 J jnl
Multi-period planning in metro-aggregation networks exploiting point-to-multipoint coherent transceivers.
JOCN
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2023 — conf
Optimal Design of Filterless Horseshoe Networks Supporting Point-to-Multipoint Transceivers.
OFC
Mohammad M. Hosseini, João Pedro, Nelson Costa, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2023 J jnl
Optimized design of filterless horseshoe networks exploiting point-to-multipoint coherent transceivers.
J. Opt. Commun. Netw.
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2023 J jnl
Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks.
Commun. Nonlinear Sci. Numer. Simul.
Stepan Bogdanov, Dmitry Shepelsky, Anastasiia Vasylchenkova, Egor Sedov, Pedro J. Freire, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2022 J jnl
Computational Complexity Evaluation of Neural Network Applications in Signal Processing.
CoRR
Pedro J. Freire, Sasipim Srivallapanondh, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2022 J jnl
Deep Neural Network-Aided Soft-Demapping in Coherent Optical Systems: Regression Versus Classification.
IEEE Trans. Commun.
Pedro J. Freire, Jaroslaw E. Prilepsky, Yevhenii Osadchuk, Sergei K. Turitsyn, Vahid Aref
2022 — conf
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems.
OFC
Pedro J. Freire, Bernhard Spinnler, Daniel Abode, Jaroslaw E. Prilepsky, Abdallah A. I. Ali, Nelson Costa, Wolfgang Schairer, Antonio Napoli, Andrew D. Ellis, Sergei K. Turitsyn
2022 J jnl
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems.
CoRR
Pedro J. Freire, Bernhard Spinnler, Daniel Abode, Jaroslaw E. Prilepsky, Abdallah A. I. Ali, Nelson Costa, Wolfgang Schairer, Antonio Napoli, Andrew D. Ellis, Sergei K. Turitsyn
2022 J jnl
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays.
CoRR
Pedro J. Freire, Sasipim Srivallapanondh, Michael Anderson, Bernhard Spinnler, Thomas Bex, Tobias A. Eriksson, Antonio Napoli, Wolfgang Schairer, Nelson Costa, Michaela Blott, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2022 J jnl
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection.
CoRR
Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2022 — conf
Long-Term Cost-Effectiveness of Metro Networks Exploiting Point-to-Multipoint Transceivers.
ONDM
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2022 J jnl
Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication.
CoRR
Vladislav Neskorniuk, Andrea Carnio, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
2022 B conf
Multi-period Planning in Metro-Aggregation Networks using Point-to-Multipoint Transceivers.
GLOBECOM
Mohammad M. Hosseini, João Pedro, Nelson Costa, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2022 — conf
Optimization of Survivable Filterless Optical Networks Exploiting Digital Subcarrier Multiplexing.
ICC
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2022 J jnl
Optimization of survivable filterless optical networks exploiting digital subcarrier multiplexing.
JOCN
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2022 — conf
Optimized Physical Design of Metro Aggregation Networks using Point to Multipoint Transceivers.
OFC
Mohammad M. Hosseini, João Pedro, Nelson Costa, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2022 J jnl
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation.
CoRR
Pedro J. Freire, Antonio Napoli, Diego Argüello Ron, Bernhard Spinnler, Michael Anderson, Wolfgang Schairer, Thomas Bex, Nelson Costa, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2022 J jnl
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.
CoRR
Pedro J. Freire, Michael Anderson, Bernhard Spinnler, Thomas Bex, Jaroslaw E. Prilepsky, Tobias A. Eriksson, Nelson Costa, Wolfgang Schairer, Michaela Blott, Antonio Napoli, Sergei K. Turitsyn
2021 B conf
Design of Survivable Metro-Aggregation Networks based on Digital Subcarrier Routing.
GLOBECOM
Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2021 — conf
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model.
ECOC
Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
2021 J jnl
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model.
CoRR
Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
2021 J jnl
Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications.
CoRR
Pedro J. Freire, Yevhenii Osadchuk, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2021 — conf
Experimental Study of Deep Neural Network Equalizers Performance in Optical Links.
OFC
Pedro J. Freire, Yevhenii Osadchuk, Bernhard Spinnler, Wolfgang Schairer, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2021 — conf
Neural Networks For Nonlinear Fourier Spectrum Computation.
ECOC
Egor Sedov, Pedro J. Freire, Igor S. Chekhovskoy, Sergei K. Turitsyn, Jaroslaw E. Prilepsky
2021 — conf
Neural-Network-Based Nonlinearity Equalizer for 128 GBaud Coherent Transcievers.
OFC
Vladislav Neskorniuk, Fred Buchali, Vinod Bajaj, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
2021 J jnl
Realization of Neural Network-based Optical Channel Equalizer in Restricted Hardware.
CoRR
Diego R. Arguello, Pedro J. Freire, Jaroslaw E. Prilepsky, Antonio Napoli, Morteza Kamalian-Kopae, Sergei K. Turitsyn
2020 — conf
Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems.
ECOC
Pedro J. Freire, Vladislav Neskornuik, Antonio Napoli, Bernhard Spinnler, Nelson Costa, Jaroslaw E. Prilepsky, Emilio Riccardi, Sergei K. Turitsyn
2020 J jnl
Nonlinear Fourier Spectrum Characterization of Time-Limited Signals.
IEEE Trans. Commun.
Dmitry Shepelsky, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Iryna Karpenko
2020 — conf
Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation.
ECOC
Vladislav Neskorniuk, Pedro J. Freire, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Jaroslaw E. Prilepsky, Nelson Costa, Sergei K. Turitsyn
2019 J jnl
Direct nonlinear Fourier transform algorithms for the computation of solitonic spectra in focusing nonlinear Schrödinger equation.
Commun. Nonlinear Sci. Numer. Simul.
Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Dmitry Shepelsky, Amit K. Chattopadhyay
2019 — conf
Noise-induced Signal Corruption in Nonlinear Fourier-based Optical Transmission System in the Presence of Discrete Eigenvalues.
ICETE (1)
Maryna L. Pankratova, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky
2018 J jnl
Capacity Lower Bounds of the Noncentral Chi-Channel With Applications to Soliton Amplitude Modulation.
IEEE Trans. Commun.
Nikita A. Shevchenko, Stanislav A. Derevyanko, Jaroslaw E. Prilepsky, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn
2018 — conf
Communication System Based on Periodic Nonlinear Fourier Transform with Exact Inverse Transformation.
ECOC
Morteza Kamalian, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Dmitry Shepelsky, Sergei K. Turitsyn
2018 — conf
Communication System Using Periodic Nonlinear Fourier Transform Based on Riemann-Hilbert Problem.
ECOC
Morteza Kamalian, Dmitry Shepelsky, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Sergei K. Turitsyn
2018 — conf
Reduced-Complexity Nonlinear Inverse Synthesis Transmission Method with Polarization Division Multiplexing.
ECOC
Stella Civelli, Sergei K. Turitsyn, Marco Secondini, Jaroslaw E. Prilepsky
2017 — conf
Optimal Launch and Detection Points for the NFT-based Communication System with Lumped Amplification.
ECOC
Morteza Kamalian, Jaroslaw E. Prilepsky, Son Thai Le, Sergei K. Turitsyn
2017 — conf
Spectral efficiency estimation in periodic nonlinear Fourier transform based communication systems.
OFC
Morteza Kamalian, Jaroslaw E. Prilepsky, Son Thai Le, Sergei K. Turitsyn
2016 J jnl
A Lower Bound on the Capacity of the Noncentral Chi Channel with Applications to Soliton Amplitude Modulation.
CoRR
Nikita A. Shevchenko, Stanislav A. Derevyanko, Jaroslaw E. Prilepsky, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn
2016 — conf
First experimental demonstration of nonlinear inverse synthesis transmission over transoceanic distances.
OFC
Son Thai Le, Ian D. Phillips, Jaroslaw E. Prilepsky, Paul Harper, Nick J. Doran, Andrew D. Ellis, Sergei K. Turitsyn
2015 J jnl
A Lower Bound on the per Soliton Capacity of the Nonlinear Optical Fibre Channel.
CoRR
Nikita A. Shevchenko, Jaroslaw E. Prilepsky, Stanislav A. Derevyanko, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn
2015 — conf
A lower bound on the per soliton capacity of the nonlinear optical fibre channel.
ITW Fall
Nikita A. Shevchenko, Jaroslaw E. Prilepsky, Stanislav A. Derevyanko, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn
2015 J jnl
Digital Backpropagation in the Nonlinear Fourier Domain.
CoRR
Sander Wahls, Son T. Le, Jaroslaw E. Prilepsky, H. Vincent Poor, Sergei K. Turitsyn
2015 — conf
Digital backpropagation in the nonlinear Fourier domain.
SPAWC
Sander Wahls, Son T. Le, Jaroslaw E. Prilepsky, H. Vincent Poor, Sergei K. Turitsyn
2015 — conf
Modified nonlinear inverse synthesis for optical links with distributed Raman amplification.
ECOC
Son Thai Le, Jaroslaw E. Prilepsky, Morteza Kamalian, Pawel Rosa, Mingming Tan, J. D. Ania-Castañón, Paul Harper, Sergei K. Turitsyn