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

Chow, Tommy Wai, Cho, David Siu

ISBN 10: 1860947581 / ISBN 13: 9781860947582

Published by Imperial College Press, 2007

About this Item

Like New.

Seller Inventory # ERICA77318609475816

Bibliographic Details

• Title: Neural Networks and Computing: Learning Algorithms and Applications (Series in Electrical and Computer Engineering)
• Publisher: Imperial College Press
• Publication Date: 2007
• Language: English
• ISBN 10: 1860947581
• ISBN 13: 9781860947582
• Binding: Hardcover
• Condition: Like New
• Book Type: book

About this title

Synopsis

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.