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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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Detalles Bibliográficos
Autores principales: Kugele, Alexander, Pfeil, Thomas, Pfeiffer, Michael, Chicca, Elisabetta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214871/
https://www.ncbi.nlm.nih.gov/pubmed/32431592
http://dx.doi.org/10.3389/fnins.2020.00439