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Statistical models / Probability and statistics / Probability theory / Networks / Belief propagation / Bayesian network / Self-organizing map / Connectivity / Statistics / Graphical models / Bayesian statistics


A Cerebral Cortex Model that Self-Organizes Conditional Probability Tables and Executes Belief Propagation Yuuji ICHISUGI Abstract—This paper describes a neural network model of cerebral cortex, BESOM model, that acqui
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Document Date: 2007-08-19 23:02:56


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City

New York / /

Company

Neural Systems / Plenum Press / /

Country

Japan / /

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Facility

National Institute of Advanced Industrial Science / /

Holiday

Assumption / /

IndustryTerm

approximate belief propagation algorithm / loopy belief propagation algorithm / information processing / machine learning algorithm / cerebral visual information processing / large-scale information processor / computational algorithm / parallel processing / approximated belief propagation algorithm / information processing algorithm / approximate algorithm / derived approximate algorithm / cerebral information processing / real-time operation / belief propagation algorithm / linked network / /

Organization

National Institute of Advanced Industrial Science and Technology / Node U1 Unit / /

Person

T. Inui / Morgan Kaufmann / /

Position

forward-inverse optics model / correspondent / forward-inverse optics model of reciprocal connections between visual areas / /

Product

Pentax K-x Digital Camera / /

PublishedMedium

Nature Neuroscience / /

Technology

neuroscience / neural network / machine learning algorithm / approximate belief propagation algorithm / large-scale information processor / approximate algorithm / derived algorithm / derived approximate algorithm / approximated belief propagation algorithm / loopy belief propagation algorithm / simulation / belief propagation algorithm / computational algorithm / Derived approximate belief propagation algorithm / parallel processing / information processing algorithm / /

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