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Springer Neural Networks: Tricks of the Trade - 7700

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Description

The field of neural network research has changed significantly due to increased computing power and the rise of deep learning machines. This second edition of Neural Networks: Tricks of the Trade provides updated insights derived from 14 years of theory and experimentation by leading researchers. It expands upon the first edition by adding more practical tricks developed through years of hands-on work. These techniques are designed to help users make substantial improvements in training performance. By applying these methods, you can achieve better results in terms of training speed, ease of implementation, and overall model accuracy. This volume is part of the Lecture Notes in Computer Science series, making it a valuable resource for those studying the evolution of neural network practice.

Key Features

This second edition from Springer includes additional tricks developed through 14 years of theory and experimentation.

The content addresses modern shifts in neural network research such as the use of deep learning machines.

These practical methods help improve training speed and the ease of implementation for your models.

Applying these researcher-tested tricks can lead to substantial differences in neural network accuracy.

This book is part of the Lecture Notes in Computer Science series, volume 7700.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
06 November 2012
Listed Since
25 October 2012

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