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EXODUS: Stable and efficient training of spiking neural networks

INTRODUCTION: Spiking Neural Networks (SNNs) are gaining significant traction in machine learning tasks where energy-efficiency is of utmost importance. Training such networks using the state-of-the-art back-propagation through time (BPTT) is, however, very time-consuming. Previous work employs an e...

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Detalles Bibliográficos
Autores principales: Bauer, Felix C., Lenz, Gregor, Haghighatshoar, Saeid, Sheik, Sadique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9945199/
https://www.ncbi.nlm.nih.gov/pubmed/36845419
http://dx.doi.org/10.3389/fnins.2023.1110444