Map-Seeking Circuits in Visual Cognition : A Computational Mechanism for Biological and Machine Vision
Language: English
Published by Stanford University Press, 2002
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 71.54
Quantity: 2 available
Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - This work presents a bold new theory of the cognitive circuitry of the brain, with emphasis on the functioning of human vision. Departing from conventional precepts in the fields of artificial intelligence, neuroscience, and visual psychophysics, the author has developed a computational theory that provides a unitary explanation for a wide range of visual capabilities and behaviors, most of which have no accepted theoretical explanation. He describes a cortical mechanism termed 'map-seeking' and demonstrates its explanatory power in areas as diverse as limb-motion planning and perceptual deficits associated with schizophrenia. The author argues that map-seeking is a fundamental, broadly applicable computational operation with algorithmic, neuronal, and analog electronic implementations, and that its generality makes it suitable as the core of a computational explanation for several cognitive functions. Variations of this map-seeking circuit perform recognition under visual transformations, tracking, scene segmentation, and determination of shape from view displacement. The mathematical principle on which map-seeking depends, a superposition ordering property, solves the combinatorial explosion problem that has plagued all other approaches to visual computation. The author demonstrates that map-seeking is capable of realistic performances in neuronal form and in many current technological procedures. Because of its breadth of application, it is a plausible cortical theory. Because it can be implemented electronically, it forms the basis for a computational technology highly suited for visual, and other perceptual, cognitive, and motor applications.…
Seller Inventory # 9780804742771
- Title
- Map-Seeking Circuits in Visual Cognition : A Computational Mechanism for Biological and Machine Vision
- Author
- David W Arathorn
- Publisher
- Stanford University Press
- Publication year
- 2002
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 0804742774
- ISBN 13
- 9780804742771
- Item weight
- 658 grams
- Dimensions
- 260x187x19 mm
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