Neural Networks: Tricks of the Trade: Tricks of the Trade (Lecture Notes in Computer Science/Theoretical Computer Science and General Issues) - Couverture souple

Couverture souple

ISBN 10 : 364235288X ISBN 13 : 9783642352881

Editeur : Springer, 2012

Synopsis

The twenty last years have been marked by an increase in available data and computing power. In parallel to this trend, the focus of neural network research and the practice of training neural networks has undergone a number of important changes, for example, use of deep learning machines.

The second edition of the book augments the first edition with more tricks, which have resulted from 14 years of theory and experimentation by some of the world's most prominent neural network researchers. These tricks can make a substantial difference (in terms of speed, ease of implementation, and accuracy) when it comes to putting algorithms to work on real problems.

A propos du livre

Présentation de l'éditeur

The second edition of the book adds more tricks, arising from fourteen years of work by some of the world’s most prominent researchers. These can substantially improve speed, ease of implementation and accuracy when putting algorithms to work on real problems.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2012
• Langue: anglais
• ISBN 10: 364235288X
• ISBN 13: 9783642352881
• Reliure: Broché
• Numéro d'édition: 2
• Nombre de pages: 784
• Éditeur: Montavon Grégoire, Orr Geneviève, Müller Klaus-Robert
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Allemagne