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Conference paper

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

From

Machine Learning in Photonic Systems, Department of Electrical and Photonics Engineering, Technical University of Denmark1

Centre of Excellence for Silicon Photonics for Optical Communications, Centers, Technical University of Denmark2

Department of Electrical and Photonics Engineering, Technical University of Denmark3

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.

Language: English
Year: 2023
Proceedings: Signal Processing in Photonic Communications 2022
Types: Conference paper
ORCIDs: Da Ros, Francesco , Ranzini, Stenio Magalhães , Cem, Ali , Giron Castro, Bernard Jonathan and Zibar, Darko

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