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ORCIDJaroslaw E. Prilepsky
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2020 – today
- 2024
[i18]Pedro J. Freire, Egor Manuylovich, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Artificial Neural Networks for Photonic Applications: From Algorithms to Implementation. CoRR abs/2408.02685 (2024)- [i17]Alice Duque, Pedro J. Freire, Egor Manuylovich, Dmitrii Stoliarov, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Improving Analog Neural Network Robustness: A Noise-Agnostic Approach with Explainable Regularizations. CoRR abs/2409.08633 (2024) - [i16]Geraldo Gomes, Pedro J. Freire, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Geometric Clustering for Hardware-Efficient Implementation of Chromatic Dispersion Compensation. CoRR abs/2409.10416 (2024) - 2023
- [j8]Stepan Bogdanov, Dmitry Shepelsky
, Anastasiia Vasylchenkova, Egor Sedov, Pedro J. Freire, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks. Commun. Nonlinear Sci. Numer. Simul. 125: 107311 (2023) - [j7]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Multi-period planning in metro-aggregation networks exploiting point-to-multipoint coherent transceivers. JOCN 15(3): 155-162 (2023) - [j6]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Optimized design of filterless horseshoe networks exploiting point-to-multipoint coherent transceivers. J. Opt. Commun. Netw. 15(9): 569-578 (2023) - [c26]Mohammad M. Hosseini, João Pedro, Nelson Costa, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Optimal Design of Filterless Horseshoe Networks Supporting Point-to-Multipoint Transceivers. OFC 2023: 1-3 - [c25]Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection. OFC 2023: 1-3 - [c24]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Meta-Heuristic Framework for Designing Filterless Horseshoe Networks with P2MP Transceivers. PSC 2023: 1-3 - [c23]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Constrained-Optimization of Filterless Horseshoe Networks Supporting P2MP Coherent Transceivers. VCC 2023: 74-79 - [i15]Sasipim Srivallapanondh, Pedro J. Freire, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers. CoRR abs/2305.09495 (2023) - [i14]Sasipim Srivallapanondh, Pedro J. Freire, Ashraful Alam, Nelson Costa, Bernhard Spinnler, Antonio Napoli, Egor Sedov, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems. CoRR abs/2307.05374 (2023) - 2022
- [j5]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Optimization of survivable filterless optical networks exploiting digital subcarrier multiplexing. JOCN 14(7): 586-594 (2022) - [j4]Pedro J. Freire, Jaroslaw E. Prilepsky, Yevhenii Osadchuk, Sergei K. Turitsyn, Vahid Aref:
Deep Neural Network-Aided Soft-Demapping in Coherent Optical Systems: Regression Versus Classification. IEEE Trans. Commun. 70(12): 7973-7988 (2022) - [c22]Mohammad M. Hosseini, João Pedro, Nelson Costa, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Multi-period Planning in Metro-Aggregation Networks using Point-to-Multipoint Transceivers. GLOBECOM 2022: 2921-2926 - [c21]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Optimization of Survivable Filterless Optical Networks Exploiting Digital Subcarrier Multiplexing. ICC 2022: 5731-5736 - [c20]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:
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems. OFC 2022: 1-3 - [c19]Mohammad M. Hosseini, João Pedro, Nelson Costa, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Optimized Physical Design of Metro Aggregation Networks using Point to Multipoint Transceivers. OFC 2022: 1-3 - [c18]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Long-Term Cost-Effectiveness of Metro Networks Exploiting Point-to-Multipoint Transceivers. ONDM 2022: 1-6 - [i13]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:
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems. CoRR abs/2202.12689 (2022) - [i12]Vladislav Neskorniuk, Andrea Carnio, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref:
Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication. CoRR abs/2204.07457 (2022) - [i11]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:
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems. CoRR abs/2206.12180 (2022) - [i10]Pedro J. Freire, Sasipim Srivallapanondh, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Computational Complexity Evaluation of Neural Network Applications in Signal Processing. CoRR abs/2206.12191 (2022) - [i9]Pedro J. Freire, Antonio Napoli, Diego Argüello Ron, Bernhard Spinnler, Michael Anderson, Wolfgang Schairer, Thomas Bex, Nelson Costa, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation. CoRR abs/2208.12866 (2022) - [i8]Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection. CoRR abs/2212.04569 (2022) - [i7]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:
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays. CoRR abs/2212.04703 (2022) - 2021
- [c17]Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref:
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model. ECOC 2021: 1-4 - [c16]Egor Sedov, Pedro J. Freire, Igor S. Chekhovskoy, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Neural Networks For Nonlinear Fourier Spectrum Computation. ECOC 2021: 1-4 - [c15]Mohammad M. Hosseini, João Pedro, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Design of Survivable Metro-Aggregation Networks based on Digital Subcarrier Routing. GLOBECOM 2021: 1-6 - [c14]Pedro J. Freire, Yevhenii Osadchuk, Bernhard Spinnler, Wolfgang Schairer, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Experimental Study of Deep Neural Network Equalizers Performance in Optical Links. OFC 2021: 1-3 - [c13]Vladislav Neskorniuk, Fred Buchali, Vinod Bajaj, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref:
Neural-Network-Based Nonlinearity Equalizer for 128 GBaud Coherent Transcievers. OFC 2021: 1-3 - [i6]Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref:
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model. CoRR abs/2107.12320 (2021) - [i5]Diego R. Arguello, Pedro J. Freire, Jaroslaw E. Prilepsky, Antonio Napoli, Morteza Kamalian-Kopae, Sergei K. Turitsyn:
Realization of Neural Network-based Optical Channel Equalizer in Restricted Hardware. CoRR abs/2109.07204 (2021) - [i4]Pedro J. Freire, Yevhenii Osadchuk, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications. CoRR abs/2109.08711 (2021) - 2020
- [j3]Dmitry Shepelsky, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Iryna Karpenko:
Nonlinear Fourier Spectrum Characterization of Time-Limited Signals. IEEE Trans. Commun. 68(5): 3024-3032 (2020) - [c12]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. ECOC 2020: 1-4 - [c11]Vladislav Neskorniuk, Pedro J. Freire, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Jaroslaw E. Prilepsky, Nelson Costa, Sergei K. Turitsyn:
Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation. ECOC 2020: 1-4
2010 – 2019
- 2019
- [j2]Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Dmitry Shepelsky, Amit K. Chattopadhyay:
Direct nonlinear Fourier transform algorithms for the computation of solitonic spectra in focusing nonlinear Schrödinger equation. Commun. Nonlinear Sci. Numer. Simul. 68: 347-371 (2019) - [c10]Maryna L. Pankratova, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky:
Noise-induced Signal Corruption in Nonlinear Fourier-based Optical Transmission System in the Presence of Discrete Eigenvalues. ICETE (1) 2019: 264-270 - 2018
- [j1]Nikita A. Shevchenko, Stanislav A. Derevyanko, Jaroslaw E. Prilepsky, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn:
Capacity Lower Bounds of the Noncentral Chi-Channel With Applications to Soliton Amplitude Modulation. IEEE Trans. Commun. 66(7): 2978-2993 (2018) - [c9]Stella Civelli, Sergei K. Turitsyn, Marco Secondini, Jaroslaw E. Prilepsky:
Reduced-Complexity Nonlinear Inverse Synthesis Transmission Method with Polarization Division Multiplexing. ECOC 2018: 1-3 - [c8]Morteza Kamalian, Dmitry Shepelsky, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Communication System Using Periodic Nonlinear Fourier Transform Based on Riemann-Hilbert Problem. ECOC 2018: 1-3 - [c7]Morteza Kamalian, Anastasiia Vasylchenkova, Jaroslaw E. Prilepsky, Dmitry Shepelsky, Sergei K. Turitsyn:
Communication System Based on Periodic Nonlinear Fourier Transform with Exact Inverse Transformation. ECOC 2018: 1-3 - 2017
- [c6]Morteza Kamalian, Jaroslaw E. Prilepsky, Son Thai Le, Sergei K. Turitsyn:
Optimal Launch and Detection Points for the NFT-based Communication System with Lumped Amplification. ECOC 2017: 1-3 - [c5]Morteza Kamalian, Jaroslaw E. Prilepsky, Son Thai Le, Sergei K. Turitsyn:
Spectral efficiency estimation in periodic nonlinear Fourier transform based communication systems. OFC 2017: 1-3 - 2016
- [c4]Son Thai Le, Ian D. Phillips, Jaroslaw E. Prilepsky, Paul Harper, Nick J. Doran, Andrew D. Ellis, Sergei K. Turitsyn:
First experimental demonstration of nonlinear inverse synthesis transmission over transoceanic distances. OFC 2016: 1-3 - [i3]Nikita A. Shevchenko, Stanislav A. Derevyanko, Jaroslaw E. Prilepsky, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn:
A Lower Bound on the Capacity of the Noncentral Chi Channel with Applications to Soliton Amplitude Modulation. CoRR abs/1609.02318 (2016) - 2015
- [c3]Son Thai Le, Jaroslaw E. Prilepsky, Morteza Kamalian, Pawel Rosa, Mingming Tan, J. D. Ania-Castañón, Paul Harper, Sergei K. Turitsyn:
Modified nonlinear inverse synthesis for optical links with distributed Raman amplification. ECOC 2015: 1-3 - [c2]Nikita A. Shevchenko, Jaroslaw E. Prilepsky, Stanislav A. Derevyanko, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn:
A lower bound on the per soliton capacity of the nonlinear optical fibre channel. ITW Fall 2015: 104-108 - [c1]Sander Wahls, Son T. Le, Jaroslaw E. Prilepsky, H. Vincent Poor, Sergei K. Turitsyn:
Digital backpropagation in the nonlinear Fourier domain. SPAWC 2015: 445-449 - [i2]Sander Wahls, Son T. Le, Jaroslaw E. Prilepsky, H. Vincent Poor, Sergei K. Turitsyn:
Digital Backpropagation in the Nonlinear Fourier Domain. CoRR abs/1504.06598 (2015) - [i1]Nikita A. Shevchenko, Jaroslaw E. Prilepsky, Stanislav A. Derevyanko, Alex Alvarado, Polina Bayvel, Sergei K. Turitsyn:
A Lower Bound on the per Soliton Capacity of the Nonlinear Optical Fibre Channel. CoRR abs/1508.04726 (2015)
Coauthor Index
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