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 ...
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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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Add this copy of Neural Networks for Pattern Recognition (Advanced Texts to cart. $19.45, good condition, Sold by SurplusTextSeller rated 4.0 out of 5 stars, ships from Columbia, MO, UNITED STATES, published 1996 by Clarendon Press.
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Add this copy of Neural Networks for Pattern Recognition (Advanced Texts to cart. $44.59, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Hialeah, FL, UNITED STATES, published 1996 by Oxford University Press, USA.
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This is an ex-library book and may have the usual library/used-book markings inside. This book has soft covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item, 800grams, ISBN: 9780198538646.
Add this copy of Neural Networks for Pattern Recognition ) to cart. $50.00, like new condition, Sold by T A Borden Books rated 4.0 out of 5 stars, ships from Olney, MD, UNITED STATES, published 1998 by Oxford University Press, USA.
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Add this copy of Neural Networks for Pattern Recognition to cart. $78.98, fair condition, Sold by ThriftBooks-Baltimore rated 4.0 out of 5 stars, ships from Halethorpe, MD, UNITED STATES, published by Oxford University Press.
Add this copy of Neural Networks for Pattern Recognition (Advanced Texts to cart. $86.40, new condition, Sold by MissVinoBooks rated 4.0 out of 5 stars, ships from Elk Grove Village,, IL, UNITED STATES, published 1996 by Oxford University Press, USA.
