articleTop 10% cited
The Bayesian brain: the role of uncertainty in neural coding and computation
Trends in Neurosciences · 2004 · Vol. 27(12) · pp. 712–719
David C. Knill✉(University of Rochester)Alexandre Pouget(University of Rochester)
Neural dynamics and brain functionVisual perception and processing mechanismsNeural Networks and ApplicationsNeural codingPerceptionBayes' theoremSensory systemBayesian probabilityNeurophysiologyComputer scienceBayesian inferenceCoding (social sciences)Psychophysics
MeSH terms
AnimalsBayes TheoremBrainHumansModels, BiologicalNerve NetNeuronsPerception
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FWCI
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References
Optimal feedback control as a theory of motor coordination
Nature Neuroscience · 2002 · 3,076 citations
The statistical reliability of signals in single neurons in cat and monkey visual cortex
Vision Research · 1983 · 1,038 citations
Statistical learning of higher-order temporal structure from visual shape sequences.
Journal of Experimental Psychology Learning Memory and Cognition · 2002 · 531 citations
The Ventriloquist Effect Results from Near-Optimal Bimodal Integration
Current Biology · 2004 · 1,837 citations
Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
The Journal of Physiology · 1962 · 13,747 citations
Learning Low-Level Vision
International Journal of Computer Vision · 2000 · 1,473 citations
CONDENSATION—Conditional Density Propagation for Visual Tracking
International Journal of Computer Vision · 1998 · 4,874 citations
Statistical learning of higher-order temporal structure from visual shape sequences.
Journal of Experimental Psychology Learning Memory and Cognition · 2002 · 508 citations
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