Science/Engineering Rajesh P. N. Rao, Bruno A. Olshausen - Probabilistic Models of the Brain: Perception and Neural Function (Repost) (0262182246)

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Rajesh P. N. Rao, Bruno A. Olshausen - Probabilistic Models of the Brain:

Perception and Neural Function

Neurophysiological, neuroanatomical, and brain imaging studies have helped to shed light on how the brain transforms raw sensory information into a form that is useful for goal-directed behavior. A fundamental question that is seldom addressed by these studies, however, is why the brain uses the types of representations it does and what evolutionary advantage, if any, these representations confer. It is difficult to address such questions directly via animal experiments. A promising alternative is to use probabilistic principles such as maximum likelihood and Bayesian inference to derive models of brain function.

This book surveys some of the current probabilistic approaches to modeling and understanding brain function. Although most of the examples focus on vision, many of the models and techniques are applicable to other modalities as well. The book presents top-down computational models as well as bottom-up neurally motivated models of brain function. The topics covered include Bayesian and information-theoretic models of perception, probabilistic theories of neural coding and spike timing, computational models of lateral and cortico-cortical feedback connections, and the development of receptive field properties from natural signals.

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	Study Probabilistic Models of the Brain: Perception and Neural Function (Neural Information Processing) Probabilistic Models of the Brain: Perception and Neural Function (Neural Information Processing)The MIT Press (2002-02-15) \| ISBN: 0262182246 \| 334 Pages \| 3.2 MB \| PDFNeurophysiological, neuroanatomical, and brain imaging studies have hel ...
	Programming Bayesian Brain: Probabilistic Approaches to Neural Coding Kenji Doya, Shin Ishii, Alexandre Pouget, Rajesh P. N. Rao “Bayesian Brain: Probabilistic Approaches to Neural Coding" The MIT Press \| 2007-01-01 \| ISBN: 026204238X \| 340 pages \| DJVU \| 3,71 MB A Bayesian approach can contribute to an ...
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	Science/Engineering Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience) (Re Upload) Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience) by: Kenji Doya, Shin Ishii, Alexandre Pouget, Rajesh P. N. Rao (Re Upload)Publisher: The MIT Press \| 2007-01-01 \| ISBN: 026204238X \| Pages: 340 \| PDF \| 5 ...
	Technical Disorder Versus Order in Brain Function: Essays in Theoretical Neurobiology (Progress in Neural Processing) ISBN: 9810240082 Publisher: World Scientific Publishing Company Author: Description:The main aim of this study is to raise and explore the intriguing problems of noise and chaos in the nervous system. It examines questions such as: what fun ...
	Technical Probabilistic Models of the Brain Title: Probabilistic Models of the BrainDescription:Probabilistic Models of the Brain: Perception and Neural FunctionDetails Here:medicoresource.blogspot.com/2007/07/probabilistic-models-of-brain.htmlLinks

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	Study Probabilistic Models of the Brain: Perception and Neural Function (Neural Information Processing) Probabilistic Models of the Brain: Perception and Neural Function (Neural Information Processing)The MIT Press (2002-02-15) \| ISBN: 0262182246 \| 334 Pages \| 3.2 MB \| PDFNeurophysiological, neuroanatomical, and brain imaging studies have hel ...
	Programming Bayesian Brain: Probabilistic Approaches to Neural Coding Kenji Doya, Shin Ishii, Alexandre Pouget, Rajesh P. N. Rao “Bayesian Brain: Probabilistic Approaches to Neural Coding" The MIT Press \| 2007-01-01 \| ISBN: 026204238X \| 340 pages \| DJVU \| 3,71 MB A Bayesian approach can contribute to an ...
	Science/Engineering Neural Networks and Brain Function by Edmund Rolls and Alessandro Treves Neural Networks and Brain Function by Edmund Rolls and Alessandro TrevesPublisher: OUP Oxford \| 23 Oct 1997 \| ISBN: 0198524323 \| Pages: 418 \| PDF \| 25 MBThe aim of this book is to describe the types of computation that can be performed by b ...
	Science/Engineering Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience) (Re Upload) Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience) by: Kenji Doya, Shin Ishii, Alexandre Pouget, Rajesh P. N. Rao (Re Upload)Publisher: The MIT Press \| 2007-01-01 \| ISBN: 026204238X \| Pages: 340 \| PDF \| 5 ...
	Technical Disorder Versus Order in Brain Function: Essays in Theoretical Neurobiology (Progress in Neural Processing) ISBN: 9810240082 Publisher: World Scientific Publishing Company Author: Description:The main aim of this study is to raise and explore the intriguing problems of noise and chaos in the nervous system. It examines questions such as: what fun ...
	Technical Probabilistic Models of the Brain Title: Probabilistic Models of the BrainDescription:Probabilistic Models of the Brain: Perception and Neural FunctionDetails Here:medicoresource.blogspot.com/2007/07/probabilistic-models-of-brain.htmlLinks

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