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Neural Networks for Pattern Recognition

Erschienen am 28.08.2002
59,95 €
(inkl. MwSt.)

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Bibliografische Daten
ISBN/EAN: 9780198538646
Sprache: Englisch
Umfang: XVII, 482 S.
Format (T/L/B): 2.8 x 23.3 x 15.5 cm
Einband: Paperback

Beschreibung

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.

Produktsicherheitsverordnung

Hersteller:
Oxford University Press
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Great Clarendon Street
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Importeur:
Oxford University Press España S.A.
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ES 28830 Madrid
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