Articles liés à An Introduction to Neural Networks
Synopsis
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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À propos de l?auteur
Gurney; K. University of Sheffield, UK,
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurCRC Press
- Date d'édition1997
- ISBN 10 1857285034
- ISBN 13 9781857285031
- ReliureBroché
- Langueanglais
- Numéro d'édition1
- Nombre de pages246
- Coordonnées du fabricantnon disponible
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An Introduction to Neural Networks
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CRC Press, 1997
ISBN 10 : 1857285034
ISBN 13 : 9781857285031
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An Introduction to Neural Networks
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An Introduction to Neural Networks
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Routledge, 1997
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ISBN 13 : 9781857285031
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An Introduction to Neural Networks
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ISBN 13 : 9781857285031
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An Introduction to Neural Networks
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Routledge, 2001
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ISBN 13 : 9781857285031
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An Introduction to Neural Networks
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CRC Press August 1997, 1997
ISBN 10 : 1857285034
ISBN 13 : 9781857285031
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An Introduction to Neural Networks
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An Introduction to Neural Networks
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CRC Press, 1997
ISBN 10 : 1857285034
ISBN 13 : 9781857285031
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