Pattern Recognition Using Neural Networks
Carl G. Looney
- 出版商: Oxford University
- 出版日期: 1997-02-20
- 售價: $931
- 語言: 英文
- 頁數: 480
- 裝訂: Hardcover
- ISBN: 0195079205
- ISBN-13: 9780195079203
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商品描述
Description:
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.