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

 
9783642352881: Neural Networks: Tricks of the Trade: Tricks of the Trade (Lecture Notes in Computer Science/Theoretical Computer Science and General Issues)

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.

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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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.