| Description |
1 online resource (xiii, 326 pages) : illustrations. |
| Physical Medium |
polychrome |
| Description |
text file |
| Series |
Computational neuroscience
|
|
Computational neuroscience.
|
| Bibliography |
Includes bibliographical references and index. |
| 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 -- 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. |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Brain.
|
|
Brain. |
|
Neurons.
|
|
Neurons. |
|
Bayesian statistical decision theory.
|
|
Bayesian statistical decision theory. |
|
Brain -- physiology. |
|
Neurons -- physiology. |
|
Bayes Theorem. |
|
Models, Neurological. |
| Genre/Form |
Electronic books.
|
| Added Author |
Doya, Kenji.
|
| Other Form: |
Print version: Bayesian brain. Cambridge, Mass. : MIT Press, ©2007 9780262042383 026204238X (DLC) 2006049827 (OCoLC)70292171 |
| ISBN |
9780262294188 (electronic book) |
|
0262294184 (electronic book) |
|
9781435624672 (electronic book) |
|
143562467X (electronic book) |
|
