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SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks

A vast majority of computation in the brain is performed by spiking neural networks. Despite the ubiquity of such spiking, we currently lack an understanding of how biological spiking neural circuits learn and compute in vivo, as well as how we can instantiate such capabilities in artificial spiking...

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Detalles Bibliográficos
Autores principales: Zenke, Friedemann, Ganguli, Surya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6118408/
https://www.ncbi.nlm.nih.gov/pubmed/29652587
http://dx.doi.org/10.1162/neco_a_01086