KIP-Veröffentlichungen

Jahr 2022
Autor(en) Elias Arnold, Georg Böcherer, Eric Müller, Philipp Spilger, Johannes Schemmel, Stefano Calabrò, Maxim Kuschnerov
Titel Spiking Neural Network Equalization for IM/DD Optical Communication
KIP-Nummer HD-KIP 22-60
KIP-Gruppe(n) F9
Dokumentart Paper
doi https://arxiv.org/abs/2205.04263
Abstract (en)

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.

bibtex
@inproceedings{arnold2022spiking,
  author   = {Arnold E, Böcherer G, Müller E, Spilger P, Schemmel J, Calabrò S, Kuschnerov M},
  title    = {Spiking Neural Network Equalization for IM/DD Optical Communication},
  booktitle = {Signal Processing in Photonic Communications (SPPCom)},
  year     = {2022},
  month    = {jun},
  note     = {accepted}
}
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