Sequence learning, prediction, and replay in networks of spiking neurons

Sequence learning, prediction and replay have been proposed to constitute the universal computations performed by the neocortex. The Hierarchical Temporal Memory (HTM) algorithm realizes these forms of computation. It learns sequences in an unsupervised and continuous manner using local learning rul...

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Detalles Bibliográficos
Autores principales: Bouhadjar, Younes, Wouters, Dirk J., Diesmann, Markus, Tetzlaff, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273101/
https://www.ncbi.nlm.nih.gov/pubmed/35727857
http://dx.doi.org/10.1371/journal.pcbi.1010233

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273101/
https://www.ncbi.nlm.nih.gov/pubmed/35727857
http://dx.doi.org/10.1371/journal.pcbi.1010233

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