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Pattern Recognition Using Neural Networks

Name: Pattern Recognition Using Neural Networks
Brand: Oxford University Press Inc
SKU: 04513064
Price: 342.19 EUR
Availability: InStock
Author: Carl G. Looney
ISBN: 9780195079203

Carl G. Looney

Language

English

Book Hardback

Libristo code: 04513064

Publishers Oxford University Press Inc, February 1997

Pattern Regcognition with Neural Networks covers traditional linear pattern recognition and its nonl... Full description

Libristo code: 04513064

838 b

342.19 € VAT included

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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.