Neural Networks and Computing: Learning Algorithms and Applications - Learning Algorithms and Applications

Klappentext 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. Zusammenfassung Covers neural networks with special emphasis on advanced learning methodologies and applications. This book includes practical issues of weight initializations! stalling of learning! and escape from a local minima. It also contains several IT! engineering and bioinformatics applications.

Product details

• Authors: David Siu Cho, David Siu-Yeung Cho, Siu-Yeung Cho, Tommy W. S. Chow, Tommy W. S. Cho Chow, Tommy Wai Chow, Tommy Wai-Shing Chow
• Publisher: Imperial College Press
• Languages: English
• Product format: Hardback
• Released: 14.08.2007
• EAN: 9781860947582
• ISBN: 978-1-86094-758-2
• No. of pages: 324
• Series: Series in Electrical and Computer Engineering; Series in Electrical and Computer Engineering; Electrical and Computer Engine
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT