Neural Networks: Tricks of the Trade: 7700 (Lecture Notes in Computer Science, 7700) - Softcover

Softcover

ISBN 10: 364235288X ISBN 13: 9783642352881

Publisher: 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.

About this title

From the Back Cover

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.

Edition details

• Publisher: Springer
• Publication date: 2012
• Language: English
• ISBN 10: 364235288X
• ISBN 13: 9783642352881
• Binding: Paperback
• Edition number: 2
• Number of pages: 781
• Editor: Montavon Grégoire, Orr Geneviève, Müller Klaus-Robert