Spiking Neuron Network Helmholtz Machine

An increasing amount of behavioral and neurophysiological data suggests that the brain performs optimal (or near-optimal) probabilistic inference and learning during perception and other tasks. Although many machine learning algorithms exist that perform inference and learning in an optimal way, the...

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Bibliographic Details
Published in:Frontiers in Computational Neuroscience
Main Authors: Pavel eSountsov, Paul eMiller
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-04-01
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2015.00046/full