Supervised learning in spiking neural networks with FORCE training

FORCE training is a . Here the authors implement FORCE training in models of spiking neuronal networks and demonstrate that these networks can be trained to exhibit different dynamic behaviours.

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Autores principales: Wilten Nicola, Claudia Clopath
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2017
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Acceso en línea:https://doaj.org/article/36068cccbe2a4bdd825e40dd41cf60bd
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spelling oai:doaj.org-article:36068cccbe2a4bdd825e40dd41cf60bd2021-12-02T15:38:46ZSupervised learning in spiking neural networks with FORCE training10.1038/s41467-017-01827-32041-1723https://doaj.org/article/36068cccbe2a4bdd825e40dd41cf60bd2017-12-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-01827-3https://doaj.org/toc/2041-1723FORCE training is a . Here the authors implement FORCE training in models of spiking neuronal networks and demonstrate that these networks can be trained to exhibit different dynamic behaviours.Wilten NicolaClaudia ClopathNature PortfolioarticleScienceQENNature Communications, Vol 8, Iss 1, Pp 1-15 (2017)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Wilten Nicola
Claudia Clopath
Supervised learning in spiking neural networks with FORCE training
description FORCE training is a . Here the authors implement FORCE training in models of spiking neuronal networks and demonstrate that these networks can be trained to exhibit different dynamic behaviours.
format article
author Wilten Nicola
Claudia Clopath
author_facet Wilten Nicola
Claudia Clopath
author_sort Wilten Nicola
title Supervised learning in spiking neural networks with FORCE training
title_short Supervised learning in spiking neural networks with FORCE training
title_full Supervised learning in spiking neural networks with FORCE training
title_fullStr Supervised learning in spiking neural networks with FORCE training
title_full_unstemmed Supervised learning in spiking neural networks with FORCE training
title_sort supervised learning in spiking neural networks with force training
publisher Nature Portfolio
publishDate 2017
url https://doaj.org/article/36068cccbe2a4bdd825e40dd41cf60bd
work_keys_str_mv AT wiltennicola supervisedlearninginspikingneuralnetworkswithforcetraining
AT claudiaclopath supervisedlearninginspikingneuralnetworkswithforcetraining
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