Spiking Neural Network Equalization for IM/DD Optical Communication
Signal Processing
2022-06-02 v2 Neural and Evolutionary Computing
Authors:
Elias Arnold
, Georg Böcherer
, Eric Müller
, Philipp Spilger
, Johannes Schemmel
, Stefano Calabrò
, Maxim Kuschnerov
Abstract
A spiking neural network (SNN) equalizer model suitable for electronic neuromorphic hardware is designed for an IM/DD link. The SNN achieves the same bit-error-rate as an artificial neural network, outperforming linear equalization.
Cite
@article{arxiv.2205.04263,
title = {Spiking Neural Network Equalization for IM/DD Optical Communication},
author = {Elias Arnold and Georg Böcherer and Eric Müller and Philipp Spilger and Johannes Schemmel and Stefano Calabrò and Maxim Kuschnerov},
journal= {arXiv preprint arXiv:2205.04263},
year = {2022}
}
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