Pattern Recognition Using Neural Networks (0195079205)

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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.

Product details

• Format Hardback | 480 pages
• Dimensions 197.1 x 241.81 x 26.92mm | 1,020g
• Publication date 20 Feb 1997
• Publisher Oxford University Press Inc
• Publication City/Country New York, United States
• Language English
• Illustrations note numerous line figures, tables
• ISBN10 0195079205
• ISBN13 9780195079203

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