Neural Networks And Computing: Learning Algorithms And Applications (Series in Electrical and Computer Engineering 7)

Neural Networks And Computing: Learning Algorithms And Applications (Series in Electrical and Computer Engineering 7)

By: Siu-Yeung Cho (author), Tommy W. S. Chow (author)Hardback

Up to 2 WeeksUsually despatched within 2 weeks

Description

This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications.

Contents

Learning Performance and Enhancement; Generalization and Performance Enhancement; Basis Function Networks for Classification; Self-Organizing Maps; Classification and Feature Selection; Engineering Applications.

Product Details

  • ISBN13: 9781860947582
  • Format: Hardback
  • Number Of Pages: 324
  • ID: 9781860947582
  • ISBN10: 1860947581

Delivery Information

  • Saver Delivery: Yes
  • 1st Class Delivery: Yes
  • Courier Delivery: Yes
  • Store Delivery: Yes

Prices are for internet purchases only. Prices and availability in WHSmith Stores may vary significantly

Close