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Yevhenii Osadchuk
Publication Activity (10 Years)
Years Active: 2021-2022
Publications (10 Years): 4
Top Topics
Atmospheric Turbulence
Fuzzy Logic
Learning Vector Quantization
Neural Network
Top Venues
CoRR
IEEE Trans. Commun.
OFC
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Publications
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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) (2022)
Yevhenii Osadchuk
,
Ognjen Jovanovic
,
Darko Zibar
,
Francesco Da Ros
Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission.
CoRR
(2022)
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
(2021)
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)