The HTM Spatial Pooler—A Neocortical Algorithm for Online Sparse Distributed Coding

Hierarchical temporal memory (HTM) provides a theoretical framework that models several key computational principles of the neocortex. In this paper, we analyze an important component of HTM, the HTM spatial pooler (SP). The SP models how neurons learn feedforward connections and form efficient repr...

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Detalles Bibliográficos
Autores principales: Cui, Yuwei, Ahmad, Subutai, Hawkins, Jeff
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5712570/
https://www.ncbi.nlm.nih.gov/pubmed/29238299
http://dx.doi.org/10.3389/fncom.2017.00111

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5712570/
https://www.ncbi.nlm.nih.gov/pubmed/29238299
http://dx.doi.org/10.3389/fncom.2017.00111

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