Neural Networks and Computing: Learning Algorithms and Applications [With CDROM] (Hardcover) (ISBN-13: 9781860947582)

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.

Author: Tommy Wai-Shing Chow,David Siu-Yeung Cho
ISBN-10: 1860947581
ISBN-13: 9781860947582
Publisher: Imperial College Press
Language: English
Published: 08/14/2007
Pages: 324
Format: Hardcover
Weight: 1.35lbs
Size: 9.25h x 6.38w x 0.90d