Neural Networks: Tricks of the Trade Second Edition /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Montavon, Grégoire (Editor), Orr, Geneviève B. (Editor), Müller, Klaus-Robert (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Series: Lecture Notes in Computer Science, 7700
• Subjects: Computer science.; Computers.; Algorithms.; Artificial intelligence.; Pattern recognition.; Complexity, Computational.; Computer Science.; Computation by Abstract Devices.; Artificial Intelligence (incl. Robotics).; Algorithm Analysis and Problem Complexity.; Pattern Recognition.; Complexity.; Information Systems Applications (incl. Internet).

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 secon...