KIP-Veröffentlichungen

Jahr 2022
Autor(en) Elias Arnold and Georg Böcherer and Eric Müller and Philipp Spilger and Johannes Schemmel and Stefano Calabrò and Maxim Kuschnerov
Titel Spiking Neural Network Equalization on Neuromorphic Hardware for IM/DD Optical Communication
KIP-Nummer HD-KIP 22-59
KIP-Gruppe(n) F9
Dokumentart Paper
doi https://doi.org/10.48550/arXiv.2206.00401
Abstract (en)

A spiking neural network (SNN) non-linear equalizer model is implemented on the mixed-signal neuromorphic hardware system BrainScaleS-2 and evaluated for an IM/DD link. The BER 2e-3 is achieved with a hardware penalty less than 1 dB, outperforming numeric linear equalization.

bibtex
@inproceedings{arnold2022spikinghardware,
  author   = {Elias Arnold and Georg B{\"o}cherer and Eric M{\"u}ller and Philipp Spilger and Johannes Schemmel and Stefano Calabr{\`o} and Maxim Kuschnerov},
  title    = {Spiking Neural Network Equalization on Neuromorphic Hardware for {IM/DD} Optical Communication},
  booktitle = {},
  year     = {2022},
  month    = {jun},
  note     = {accepted}
}
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