Neural Networks for Pattern Recognition
Language: English
Published by Oxford University Press, 1995
- Softcover
- Used
Seller: World of Books (was SecondSale), Montgomery, IL, U.S.A.World of Books (was SecondSale)
AbeBooks seller since December 20, 2007
Condition: Used - Good
US$ 7.54
Quantity: 1 available
Add to basketItem description from seller
This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perceptron and radial basis function network models. It also motivates the use of various forms of error functions, and reviews the principal algorithms for error function minimization. As well as providing a detailed discussion of learning and generalization in neural networks, the book also covers the important topics of data processing, feature extraction, and prior knowledge. The book concludes with an extensive treatment of Bayesian techniques and their applications to neural networks.
Seller Inventory # 00104308314
- Title
- Neural Networks for Pattern Recognition
- Author
- Geoffrey Hinton
- Publisher
- Oxford University Press
- Publication year
- 1995
- Condition
- Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 0198538642
- ISBN 13
- 9780198538646
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World of Books (was SecondSale)
Montgomery, IL, U.S.A.
AbeBooks seller since December 20, 2007
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