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...

Full description

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