Title Bayesian brain : probabilistic approaches to neural coding / Kenji Doya [and others]

Published Cambridge, Mass. : MIT Press, ©2007

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Description 1 online resource (xiii, 326 pages) : illustrations Series Computational neuroscience Computational neuroscience. Contents A probability primer / Kenji Doya, Shin Ishii -- Spike coding / Adrienne Fairhall -- Likelihood-based approaches to modeling the neural code / Jonathan Pillow -- Combining order statistics with Bayes theorem for millisecond-by-millisecond decoding of spike trains / Barry J. Richmond, Matthew C. Wiener -- Bayesian treatments of neuroimaging data / Will Penny, Karl Friston -- Population codes / Alexandre Pouget, Richard S. Zemel -- Computing with population codes / Peter Latham, Alexandre Pouget -- Efficient coding of visual scenes by grouping and segmentation / Tai Sing Lee, Alan L. Yuille -- Bayesian models of sensory cue integration / David C. Knill -- The speed and accuracy of a simple perceptual decision : a mathematical primer / Michael N. Shadlen [and others] -- Neural models of Bayesian belief propagation / Rajesh P.N. Rao -- Optimal control theory / Emanuel Todorov -- Bayesian statistics and utility functions in sensorimotor control / Konrad P. Körding, Daniel M. Wolpert Summary Experimental and theoretical neuroscientists use Bayesian approaches to analyse the brain mechanisms of perception decision-making, and motor control Analysis NEUROSCIENCE/General Bibliography Includes bibliographical references and index Notes English Print version record Subject Brain. Neurons. Bayesian statistical decision theory. Brain -- physiology Neurons -- physiology Brain Neurons Bayes Theorem Models, Neurological brains. MEDICAL -- Neuroscience. PSYCHOLOGY -- Neuropsychology. Bayesian statistical decision theory Brain Neurons Bayes-Verfahren Neuropsychologie Genre/Form Aufsatzsammlung. Form Electronic book Author Doya, Kenji ISBN 9780262294188 0262294184 9781435624672 143562467X 1282100424 9781282100428 9786612100420 6612100427

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