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Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural Networks

Spiking neural networks (SNNs) are potentially highly efficient models for inference on fully parallel neuromorphic hardware, but existing training methods that convert conventional artificial neural networks (ANNs) into SNNs are unable to exploit these advantages. Although ANN-to-SNN conversion has...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Kugele, Alexander, Pfeil, Thomas, Pfeiffer, Michael, Chicca, Elisabetta
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7214871/
https://ncbi.nlm.nih.gov/pubmed/32431592
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00439
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