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The Bayesian brain: the role of uncertainty in neural coding and computation

, and . Trends in Neurosciences, 27 (12): 712--719 (2004)

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Exact Inferences in a Neural Implementation of a Hidden Markov Model., and . Neural Comput., 19 (5): 1344-1361 (2007)Probabilistic brains: knowns and unknowns, , , and . Nature Neuroscience, 16 (9): 1170--1178 (2013)Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution., , , , , , , , , and 17 other author(s). CoRR, (2022)Information Processing with population codes, , and . Nature Reviews Neuroscience, (November 2000)Linking neurons to behavior in multisensory perception: A computational review, and . Brain Research, (2008)Multisensory Integration.Reinforcement Learning Predicts the Site of Plasticity for Auditory Remapping in the Barn Owl, , and . Advances in Neural Information Processing Systems 7, Cambridge, MA: MIT Press, (1995)Statistically Efficient Estimation Using Cortical Lateral Connections, and . Advances in Neural Information Processing Systems 9, Cambridge, MA: MIT Press, (1997)Probabilistic Interpretation of Population Codes., , and . NIPS, page 676-684. MIT Press, (1996)Selective Integration: A Model for Disparity Estimation., , , , and . NIPS, page 866-872. MIT Press, (1996)Divisive Normalization, Line Attractor Networks and Ideal Observers., , and . NIPS, page 104-110. The MIT Press, (1998)