Reservoir-computing and neural-network-based equalization for short reach communication

Authors :: Francesco Da Ros
Stenio M. Ranzini
Yevhenii Osadchuk
Ali Cem
Bernard J. Giron Castro
Darko Zibar
Source :: Da Ros, F, Ranzini, S M, Osadchuk, Y, Cem, A, Giron Castro, B J & Zibar, D 2022, ' Reservoir-computing and neural-network-based equalization for short reach communication ', Signal Processing in Photonic Communications 2022, Maastricht, Netherlands, 24/07/2022-28/07/2022 . https://doi.org/10.1364/SPPCOM.2022.SpTu1J.1
Publication Year :: 2022
Publisher :: Optica Publishing Group, 2022.
Abstract: We review the use of neural-network-based equalizers for mitigating the power fading effect in intensity-modulated directly detected links, and compare the different approaches reported in the literature.

Full Text Access

Tools