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Visual Population Codes
Author: Nikolaus Kriegeskorte

ISBN: 9780262016247
Format: Hardcover
Number Of Pages: 656
Published: 17 December 2011
Country of Publication: US
Dimensions (cm): 22.9 x 17.8 x 2.7
Description:


Vision is a massively parallel computational process, in which the retinal image is transformed over a sequence of stages so as to emphasize behaviorally relevant information (such as object category and identity) and deemphasize other information (such as viewpoint and lighting). The processes behind vision operate by concurrent computation and message passing among neurons within a visual area and between different areas. The theoretical concept of "population code" encapsulates the idea that visual content is represented at each stage by the pattern of activity across the local population of neurons. Understanding visual population codes ultimately requires multichannel measurement and multivariate analysis of activity patterns. Over the past decade, the multivariate approach has gained significant momentum in vision research. Functional imaging and cell recording measure brain activity in fundamentally different ways, but they now use similar theoretical concept...

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