Title: NEURAL NETWORKS AND COMPUTING: LEARNING ALGORITHMS AND APPLICATIONS (Electrical and Computer Engineering)
Publisher: Imperial College Press
Publication Date: 2007
Language: English
ISBN 10: 1860947581
ISBN 13: 9781860947582
Condition: New

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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.

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