Neural Networks: Tricks of the Trade

Nonfiction, Computers, Advanced Computing, Theory, Artificial Intelligence, General Computing
Cover of the book Neural Networks: Tricks of the Trade by , Springer Berlin Heidelberg
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Author: ISBN: 9783642352898
Publisher: Springer Berlin Heidelberg Publication: November 14, 2012
Imprint: Springer Language: English
Author:
ISBN: 9783642352898
Publisher: Springer Berlin Heidelberg
Publication: November 14, 2012
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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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