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Theoretical Computer Science and General Issues

Neural Networks: Tricks of the Trade

Editors: Montavon, Grégoire, Orr, Geneviève, Müller, Klaus-Robert (Eds.)

  • The second edition of the book "reloads" the first edition with more tricks
  • Provides a timely snapshot of tricks, theory and algorithms that are of use
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eBook $99.00
price for USA
  • ISBN 978-3-642-35289-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $131.00
price for USA
  • ISBN 978-3-642-35288-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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.

Table of contents (39 chapters)

Buy this book

eBook $99.00
price for USA
  • ISBN 978-3-642-35289-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $131.00
price for USA
  • ISBN 978-3-642-35288-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Neural Networks: Tricks of the Trade
Editors
  • Grégoire Montavon
  • Geneviève Orr
  • Klaus-Robert Müller
Series Title
Theoretical Computer Science and General Issues
Series Volume
7700
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35289-8
DOI
10.1007/978-3-642-35289-8
Softcover ISBN
978-3-642-35288-1
Edition Number
2
Number of Pages
XII, 769
Number of Illustrations and Tables
223 b/w illustrations
Topics