Experimental Study of Deep Neural Network Equalizers Performance in Optical Links. - Pedro J. Freire; Yevhenii Osadchuk; Bernhard Spinnler; Wolfgang Schairer; Antonio Napoli; Nelson Costa; Jaroslaw E. Prilepsky; Sergei K. Turitsyn (OFC, 2021)

Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications. - Pedro J. Freire; Yevhenii Osadchuk; Antonio Napoli; Bernhard Spinnler; Wolfgang Schairer; Nelson Costa; Jaroslaw E. Prilepsky; Sergei K. Turitsyn (CoRR, 2021)

Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission. - Yevhenii Osadchuk; Ognjen Jovanovic; Darko Zibar; Francesco Da Ros (CoRR, 2022)

Deep Neural Network-Aided Soft-Demapping in Coherent Optical Systems: Regression Versus Classification. - Pedro J. Freire; Jaroslaw E. Prilepsky; Yevhenii Osadchuk; Sergei K. Turitsyn; Vahid Aref (IEEE Trans. Commun., 2022)

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