Neural Networks For Pattern Recognition (Advanced Texts In Econometrics)

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SKU: DADAX0198538642
ISBN : 9780198538646
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Neural Networks for Pattern Recognition (Advanced Texts in Econometrics)

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.

Specifications of Neural Networks for Pattern Recognition (Advanced Texts in Econometrics)

GENERAL
AuthorChristopher M. Bishop
BindingPaperback
LanguageEnglish
Edition1
ISBN-100198538642
ISBN-139780198538646
PublisherClarendon Press
Number Of Pages504
Publication Date1996-01-18
DIMENSIONS
Height6.19 inch.
Length9.19 inch.
Width1.12 inch.
Weight1.87 pounds.

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