This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perceptron and radial basis function network models. It also motivates the use of various forms of error functions, and reviews the principal algorithms for error function ...
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This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perceptron and radial basis function network models. It also motivates the use of various forms of error functions, and reviews the principal algorithms for error function minimization. As well as providing a detailed discussion of learning and generalization in neural networks, the book also covers the important topics of data processing, feature extraction, and prior knowledge. The book concludes with an extensive treatment of Bayesian techniques and their applications to neural networks.
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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 to cart. $31.55, very good condition, Sold by Greener Books rated 4.0 out of 5 stars, ships from London, UNITED KINGDOM, published 1995 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.
Add this copy of Neural Networks for Pattern Recognition to cart. $49.07, good condition, Sold by Anybook rated 4.0 out of 5 stars, ships from Lincoln, UNITED KINGDOM, published 2007 by Oxford University Press.
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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.
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.
Add this copy of Neural Networks for Pattern Recognition (Advanced Texts to cart. $102.14, new condition, Sold by GridFreed rated 5.0 out of 5 stars, ships from North Las Vegas, NV, UNITED STATES, published 1996 by Clarendon Press.
