Towards a mathematical theory of cortical micro-circuits.

The theoretical setting of hierarchical Bayesian inference is gaining acceptance as a framework for understanding cortical computation. In this paper, we describe how Bayesian belief propagation in a spatio-temporal hierarchical model, called Hierarchical Temporal Memory (HTM), can lead to a mathema...

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Bibliographic Details
Main Authors: Dileep George, Jeff Hawkins
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2009-10-01
Series:PLoS Computational Biology
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/19816557/pdf/?tool=EBI