Probabilistic Models of the Brain 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Rajesh P. N. Rao 作者

A Bradford Book

譯者

2002-2-15 出版日期

334 頁數

USD 58.00 價格

Hardcover

叢書系列

9780262182249 圖書編碼

Probabilistic Models of the Brain 在線電子書圖書標籤: 計算機腦科學腦科機器學習心理學 psychology neuroscience Neuroscience

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發表於2024-09-30

Probabilistic Models of the Brain 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Probabilistic Models of the Brain 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Probabilistic Models of the Brain 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Probabilistic Models of the Brain 在線電子書著者簡介

Probabilistic Models of the Brain 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Probabilistic Models of the Brain 在線電子書圖書描述

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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