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

Chow, Tommy W. S.; Cho, Siu-Yeung

 
9781860947582: Neural Networks And Computing: Learning Algorithms And Applications (Series in Electrical and Computer Engineering, Band 7)
ISBN 10: 1860947581 ISBN 13: 9781860947582
Verlag: Imperial College Press, 2007

Inhaltsangabe

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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Verlag
Imperial College Press
Erscheinungsdatum
2007
Sprache
Englisch
ISBN 10 
1860947581
ISBN 13 
9781860947582
Einband
Product Bundle
Anzahl der Seiten
324
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