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Conferences > SPPCom > 2022 > SpTu1J > SpTu1J.2

Spiking Neural Network Equalization for IM/DD Optical Communication

Elias Arnold, Georg Böcherer, Eric Müller, Philipp Spilger, Johannes Schemmel, Stefano Calabrò, and Maxim Kuschnerov

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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.

© 2022 The Author(s)

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