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Neural-Network Models of Cognition

Neural-Network Models of Cognition Biobehavioral Foundations - Advances in Psychology

Hardback (26 Sep 1997)

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Publisher's Synopsis

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.

Book information

ISBN: 9780444819314
Publisher: Elsevier Science
Imprint: North Holland
Pub date:
DEWEY: 612.82
DEWEY edition: 21
Language: English
Number of pages: 586
Weight: 1080g
Height: 234mm
Width: 165mm
Spine width: 31mm