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Neural-network models of cognition =...

Donahoe, John W., (1932-)

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Neural-network models of cognition = biobehavioral foundations /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Neural-network models of cognition/ edited by John W. Donahoe and Vivian Packard Dorsel.{me_controlnum}
Reminder of title:	biobehavioral foundations /
other author:	Donahoe, John W.,
Published:	Amsterdam ;Elsevier, : 1997.,
Description:	1 online resource (xiv, 586 p.) :ill.
Subject:	Neural networks (Neurobiology) -
Online resource:	http://www.sciencedirect.com/science/book/9780444819314
ISBN:	9780444819314

Neural-network models of cognition = biobehavioral foundations /
Neural-network models of cognitionbiobehavioral foundations /[electronic resource] :edited by John W. Donahoe and Vivian Packard Dorsel.{me_controlnum} - Amsterdam ;Elsevier,1997. - 1 online resource (xiv, 586 p.) :ill. - Advances in psychology ;121. - Advances in psychology (Amsterdam, Netherlands) ;53..

Includes bibliographical references (p. 539-581) and index.

This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are held to serve the same function for behavioral neuroscience as population genetics for evolutionary science. The volume is divided into six sections, each of which includes both experimental and simulation research: (1) neurodevelopment and genetic algorithms, (2) synaptic plasticity (LTP), (3) sensory/hippocampal systems, (4) motor systems, (5) plasticity in large neural systems (reinforcement learning), and (6) neural imaging and language. The volume also includes an integrated reference section and a comprehensive index.

ISBN: 9780444819314

Source: 122308:126448Elsevier Science & Technologyhttp://www.sciencedirect.comSubjects--Topical Terms:

553868
Neural networks (Neurobiology)
Index Terms--Genre/Form:

542853
Electronic books.

LC Class. No.: QP363.3 / .N467 1997eb

Dewey Class. No.: 612.8/2

Neural-network models of cognition = biobehavioral foundations /
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300 $a 1 online resource (xiv, 586 p.) : $b ill.
490 1 $a Advances in psychology ; $v 121
504 $a Includes bibliographical references (p. 539-581) and index.
520 $a This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are held to serve the same function for behavioral neuroscience as population genetics for evolutionary science. The volume is divided into six sections, each of which includes both experimental and simulation research: (1) neurodevelopment and genetic algorithms, (2) synaptic plasticity (LTP), (3) sensory/hippocampal systems, (4) motor systems, (5) plasticity in large neural systems (reinforcement learning), and (6) neural imaging and language. The volume also includes an integrated reference section and a comprehensive index.
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