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