NEURAL NETWORKS & COMP [W/ CD]

NEURAL NETWORKS & COMP [W/ CD]

Auteur: Chow Tommy Wai-shing, Cho David Siu-yeung
Éditeur: World Scientific Publishing Company
Année de publication: 2007
ISBN: 9781860947582

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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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