Yevhenii Osadchuk

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Experimental Evaluation

Learning Vector Quantization

Computational Complexity

Top Venues

IEEE Trans. Commun.

Publications

Yevhenii Osadchuk, Deming Kong, Darko Zibar, Francesco Da Ros
Nonlinear Vector Autoregressor Equalization for PAM-4 Micro-Ring Modulator-based Short-Reach Transmission. OFC (2024)
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)