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Carl G. Looney

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

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ISBN: 0195079205, 978-0-19507-920-3
Издательство: Oxford University Press
Covering traditional linear pattern recognition and its nonlinear extension via neural networks from an algorithmic approach, this practical "why-and-how" book provides a refreshing contrast to the thoeretical approaches and "pie-in-the-sky" claims of competing books. It explores multiple-layered preceptrons and describes network types such as functional link, radial basis function, learning vector quantanization, and self-organizing, and also discusses recent clustering methods. Suitable for readers with some background in pattern recognition and neural networks, this accesible volume also serves as a useful reference and resource work.