BISHOP:NEURAL NETWORKS FOR PATTERN RECOGNITION PAPER (Advanced Texts in Econometrics (Paperback)) - Softcover

BISHOP, Christopher M.

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9780198538646: BISHOP:NEURAL NETWORKS FOR PATTERN RECOGNITION PAPER (Advanced Texts in Econometrics (Paperback))
Softcover
ISBN 10: 0198538642 ISBN 13: 9780198538646
Publisher: Oxford University Press, 1995

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.

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About the Author

Chris Bishop is at Aston University.

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Publisher
Oxford University Press
Publication date
1995
Language
English
ISBN 10 
0198538642
ISBN 13 
9780198538646
Binding
Paperback
Edition number
1
Number of pages
504
Rating
  • 4.10 out of 5 stars
    172 ratings by Goodreads

Other Popular Editions of the Same Title

9780198538493: Neural Networks for Pattern Recognition

Featured Edition

ISBN 10:  0198538499 ISBN 13:  9780198538493
Publisher: Oxford University Press, 1996
Hardcover