Neural Networks for Pattern Recognition
Bishop, Christopher M.
ISBN 10: 0198538642 ISBN 13: 9780198538646
Published by Oxford University Press (UK), 1996
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About this Item
Description:
Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 1.7. Seller Inventory # G0198538642I3N00
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: Oxford University Press (UK)
Publication Date: 1996
Binding: Paperback
Condition: Good
Dust Jacket Condition: No Jacket
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