Verwandte Artikel zu An Introduction to Neural Networks

An Introduction to Neural Networks - Softcover

Gurney, Kevin

 
9781857285031: An Introduction to Neural Networks
Softcover
ISBN 10: 1857285034 ISBN 13: 9781857285031
Verlag: CRC Press, 1997

Inhaltsangabe

Though mathematical ideas underpin the study of neural networks, the author presents the fundamentals without the full mathematical apparatus. All aspects of the field are tackled, including artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; associative memory and Hopfield nets; and self-organization and feature maps. The traditionally difficult topic of adaptive resonance theory is clarified within a hierarchical description of its operation. The book also includes several real-world examples to provide a concrete focus. This should enhance its appeal to those involved in the design, construction and management of networks in commercial environments and who wish to improve their understanding of network simulator packages. As a comprehensive and highly accessible introduction to one of the most important topics in cognitive and computer science, this volume should interest a wide range of readers, both students and professionals, in cognitive science, psychology, computer science and electrical engineering.

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Über die Autorin bzw. den Autor

Gurney, Kevin

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Verlag
CRC Press
Erscheinungsdatum
1997
Sprache
Englisch
ISBN 10 
1857285034
ISBN 13 
9781857285031
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
246
Kontakt zum Hersteller
CRC Press
https://www.routledge-ny.com

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