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Synopsis
Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.
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Review
This book comprehensively discusses the neural network models from a statistical mechanics perspective. It starts with one of the most influential developments in the theory of neural networks: Hopfield's analysis of networks with symmetric connections using the spin system approach and using the notion of an energy function from physics. Introduction to the Theory of Neural Computation uses these powerful tools to analyze neural networks as associative memory stores...
From the Back Cover
This book is a comprehensive introduction to the neural network models currently under intensive study for computational applications. It is a detailed, logically-developed treatment that covers the theory and uses of collective computational networks, including associative memory, feed forward networks, and unsupervised learning. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.
"About this title" may belong to another edition of this title.
- PublisherCRC Press
- Publication date1991
- ISBN 10 0201515601
- ISBN 13 9780201515602
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages350
- Rating
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Introduction To The Theory Of Neural Computation (Santa Fe Institute Series)
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Introduction To The Theory Of Neural Computation (Santa Fe Institute Series)
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Introduction to the Theory of Neural Computation
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Introduction To The Theory Of Neural Computation (Santa Fe Institute Series)
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Introduction To The Theory Of Neural Computation (Lecture Notes Volume 1)
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Addison-Wesley, Redwood City, CA, 1991
ISBN 10: 0201515601
ISBN 13: 9780201515602
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Introduction To The Theory Of Neural Computation (Santa Fe Institute Series)
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Introduction To The Theory Of Neural Computation (Santa Fe Institute Series)
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Introduction to the Theory of Neural Computation (Volume 1)
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Condition: Good. Volume 1. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,650grams, ISBN:9780201515602. Seller Inventory # 9725476
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Introduction To The Theory Of Neural Computation (Santa Fe Institute Series)
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Introduction to the Theory of Neural Computation
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