Neural Networks for Pattern Recognition
Christopher M. Bishop
ISBN 10: 0198538642 ISBN 13: 9780198538646
Published by Clarendon Press, 1996
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PAP
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About this Item
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New Book. Shipped from UK. Established seller since 2000. Seller Inventory # GB-9780198538646
Synopsis:
This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the properties and merits of the multi-layer perceptron and radial basis function network models. Also covered are various forms of error functions, principal algorithms for error function minimalization, learning and generalization in neural networks, and Bayesian techniques and their applications. Designed as a text, with over 100 exercises, this fully up-to-date work will benefit anyone involved in the fields of neural computation and pattern recognition.
About the Author: Chris Bishop is at Aston University.
"About this title" may belong to another edition of this title.
Bibliographic Details
Title: Neural Networks for Pattern Recognition
Publisher: Clarendon Press
Publication Date: 1996
Binding: PAP
Condition: New
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