ENGLISH

Neural Networks: Tricks of the Trade: Second Edition

By Genevieve B. Orr , Klaus-Robert Müller (eds.) , Klaus-Robert Müller (auth.) , Grégoire Montavon

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2012
ISBN
978-3-642-35288-1, 978-3-642-35289-8
DOI
10.1007/978-3-642-35289-8
Language
english
Format
PDF
Filesize
20 MB (20812775 bytes)
Series
Lecture Notes in Computer Science 7700
Edition
2
Pages
769\753
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Computation by Abstract Devices;Artificial Intelli

Description

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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