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Yevhenii Osadchuk
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Performance versus complexity study of neural network equalizers in coherent optical systems
PJ Freire, Y Osadchuk, B Spinnler, A Napoli, W Schairer, N Costa, ...
Journal of Lightwave Technology 39 (19), 6085-6096, 2021
1662021
Innovative ferrite nanofibres reinforced soft magnetic composite with enhanced electrical resistivity
J Füzer, M Strečková, S Dobák, Ľ Ďáková, P Kollár, M Fáberová, R Bureš, ...
Journal of Alloys and Compounds 753, 219-227, 2018
692018
Analysis of magnetic losses and complex permeability in novel soft magnetic composite with ferrite nanofibers
J Füzer, S Dobák, P Kollár, Y Osadchuk, M Strečková, M Fáberová, ...
IEEE Transactions on Magnetics 54 (12), 1-6, 2018
272018
Deep neural network-aided soft-demapping in coherent optical systems: Regression versus classification
PJ Freire, JE Prilepsky, Y Osadchuk, SK Turitsyn, V Aref
IEEE Transactions on Communications 70 (12), 7973-7988, 2022
152022
Experimental study of deep neural network equalizers performance in optical links
PJ Freire, Y Osadchuk, B Spinnler, W Schairer, A Napoli, N Costa, ...
2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021
152021
Reservoir computing-based multi-symbol equalization for PAM 4 short-reach transmission
Y Osadchuk, O Jovanovic, D Zibar, F Da Ros
CLEO: Science and Innovations, STu4G. 3, 2023
82023
Reservoir-computing and neural-network-based equalization for short reach communication
F Da Ros, SM Ranzini, Y Osadchuk, A Cem, BJG Castro, D Zibar
Signal Processing in Photonic Communications, SpTu1J. 1, 2022
62022
Deep neural network-aided soft-demapping in optical coherent systems: Regression versus classification
PJ Freire, JE Prilepsky, Y Osadchuk, SK Turitsyn, V Aref
arXiv preprint arXiv:2109.13843, 2021
42021
Neural networks based post-equalization in coherent optical systems: Regression versus classification
PJ Freire, JE Prilepsky, Y Osadchuk, SK Turitsyn, V Aref
arXiv preprint arXiv:2109.13843, 2021
42021
Multi-Symbol Reservoir Computing-based Equalization for PAM-4 IM/DD Transmission
Y Osadchuk, O Jovanovic, D Zibar, F Da Ros
IEEE Photonics Technology Letters, 2024
32024
Samples vs. Symbols-based Feedforward Neural Network equalization for Short Reach Transmission
Y Osadchuk, R Dischler, D Zibar, SM Ranzini, V Aref, F Da Ros
2022 IEEE Photonics Conference (IPC), 1-2, 2022
22022
Low-complexity samples versus symbols-based neural network receiver for channel equalization
Y Osadchuk, O Jovanovic, SM Ranzini, R Dischler, V Aref, D Zibar, ...
Journal of Lightwave Technology, 2024
12024
Nonlinear Vector Autoregressor Equalization for PAM-4 Micro-Ring Modulator-based Short-Reach Transmission
Y Osadchuk, D Kong, D Zibar, F Da Ros
Optical Fiber Communication Conference, W1H. 4, 2024
12024
Experimental evaluation of computational complexity for different neural network equalizers in optical communications
PJ Freire, Y Osadchuk, A Napoli, B Spinnler, W Schairer, N Costa, ...
Asia Communications and Photonics Conference, M5H. 5, 2021
12021
Experimental Investigation of Nonlinear Vector Autoregressor-Based Channel Equalization for IM/DD Transmission With Silicon Microring Modulators
Y Osadchuk, D Kong, D Zibar, F Da Ros
Journal of Lightwave Technology, 2024
2024
Machine learning for photonics: from computing to communication
F Da Ros, A Cem, Y Osadchuk, O Jovanovic, D Zibar
2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2023
2023
Neural Network based Post-Equalization in Optical Coherent Systems: Regression versus Classification
PJ Freire, JE Prilepsky, Y Osadchuk, SK Turitsyn, V Aref
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Artículos 1–17