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Neural Networks for Pattern Recognition (in English)
Christopher M. Bishop (Author)
·
Oxford University Press
· Paperback
Neural Networks for Pattern Recognition (in English) - Christopher M. Bishop
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Synopsis "Neural Networks for Pattern Recognition (in English)"
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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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.
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