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Top-down feedback in an HMAX-like cortical model of object perception based on hierarchical Bayesian networks and belief propagation.

Hierarchical generative models, such as Bayesian networks, and belief propagation have been shown to provide a theoretical framework that can account for perceptual processes, including feedforward recognition and feedback modulation. The framework explains both psychophysical and physiological expe...

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Váldodahkkit: Salvador Dura-Bernal, Thomas Wennekers, Susan L Denham
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Public Library of Science (PLoS) 2012-01-01
Ráidu:PLoS ONE
Liŋkkat:http://europepmc.org/articles/PMC3489785?pdf=render
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