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Bibliographic Details

Title

Neural Networks for Pattern Recognition

Publisher

Clarendon Press

Publication Date

1995

Language

English

ISBN 10

0198538642

ISBN 13

9780198538646

Binding

Paperback

Condition

Used; Very Good

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About this title

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.

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Greener Books Limited
60 Coronation Road, Park Royal, London, NW10 7PX, United Kingdom

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