Pattern Recognition Using Neural Networks : Theory and Algorithms for Engineers and Scientists

Looney, Carl G.

ISBN 10: 0195079205 / ISBN 13: 9780195079203

Edité par Oxford University Press, 1997

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Unread book in perfect condition. N° de réf. du vendeur 73690

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Titre : Pattern Recognition Using Neural Networks : ...

Éditeur : Oxford University Press

Date d'édition : 1997

Reliure : Couverture rigide

Etat : As New

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Synopsis :

Pattern Regcognition with Neural Networks covers traditional linear pattern recognition and its nonlinear extension via neural networks from an algorithmic approach. The author has written a real-world practical "why-and-how" text that provides a refreshing contrast to competing texts' thoeretical appraoch and "pie-in-the-sky" claims. The text explores mulitple layered preceptrons and describes network types such as functional link, radial basis function, learning vector quantanization and self-organizing. The author also discusses recent clustering methods. This text is suitable for an advanced undergraduate course in pattern recognition or neural networks, and is also useful as a reference and a resource.