Neural Networks: Tricks of the Trade (Lecture Notes in Computer Science)
Gregoire Montavon (Ed.)
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Description for Neural Networks: Tricks of the Trade (Lecture Notes in Computer Science)
Paperback. 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. Editor(s): Montavon, Gregoire; Orr, Genevieve; Muller, Klaus-Robert. Series: Lecture Notes in Computer Science / Theoretical Computer Science and General Issues. Num Pages: 769 pages, 223 black & white illustrations, biography. BIC Classification: UYZG. Category: (P) Professional & Vocational. Dimension: 238 x 155 x 42. Weight in Grams: 1170.
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) ... Read more
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) ... Read more
Product Details
Publisher
Springer
Format
Paperback
Publication date
2012
Series
Lecture Notes in Computer Science / Theoretical Computer Science and General Issues
Condition
New
Number of Pages
769
Place of Publication
Berlin, Germany
ISBN
9783642352881
SKU
V9783642352881
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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