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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Detalles Bibliográficos
Autores principales: Dura-Bernal, Salvador, Wennekers, Thomas, Denham, Susan L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3489785/
https://www.ncbi.nlm.nih.gov/pubmed/23139765
http://dx.doi.org/10.1371/journal.pone.0048216

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3489785/
https://www.ncbi.nlm.nih.gov/pubmed/23139765
http://dx.doi.org/10.1371/journal.pone.0048216

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