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Neural networks for pattern recognition

Author: Christopher M Bishop
Publisher: Clarendon Press Oxford University Press. ; Oxford, New York, ©1995.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This is a comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book  Read more...

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Genre/Form: Matériel didactique
Document Type: Book
All Authors / Contributors: Christopher M Bishop
ISBN: 0198538499 9780198538493 0198538642 9780198538646
OCLC Number: 300162333
Description: xvii, 482 p. : ill
Contents: Statistical pattern recognition; Probability density estimation; Single-layer networks; The multi-layer perceptron; Radial basis functions; Error; Parameter optimization algorithms; Pre-processing and feature extraction; Learning and generalization; Bayesian techniques.
Responsibility: Christopher M. Bishop.

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