Neural Networks and Computing: Learning Algorithms and Applications

Chow, Tommy Wai-shing; Cho, David Siu-yeung

 
9781860947582: Neural Networks and Computing: Learning Algorithms and Applications
ISBN 10 : 1860947581 ISBN 13 : 9781860947582
Editeur : Imperial College Press, 2007

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Imperial College Press
Date d'édition
2007
Langue
anglais
ISBN 10 
1860947581
ISBN 13 
9781860947582
Reliure
Coffret produits
Nombre de pages
324
Coordonnées du fabricant
non disponible
Personne responsable
non disponible