Pattern Recognition Using Neural Networks

Carl G. Looney

  • 出版商: Oxford University Press
  • 出版日期: 1997-02-20
  • 售價: $950
  • 貴賓價: 9.8$931
  • 語言: 英文
  • 頁數: 480
  • 裝訂: Hardcover
  • ISBN: 0195079205
  • ISBN-13: 9780195079203






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.