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...
| Main Authors: | , , |
|---|---|
| Format: | Online |
| Language: | English |
| Published: |
Public Library of Science
2012
|
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3489785/ |