Items related to On-Line Learning in Neural Networks: 17 (Publications...

On-Line Learning in Neural Networks: 17 (Publications of the Newton Institute, Series Number 17) - Hardcover

Edited By David Saad

 
9780521652636: On-Line Learning in Neural Networks: 17 (Publications of the Newton Institute, Series Number 17)

Synopsis

Edited volume written by leading experts providing state-of-art survey in on-line learning and neural networks.

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Review

Review of the hardback: 'I recommend this book to readers with a theoretical, analytical, or mathematical interest in neural networks, especially online learning.' Computing Reviews

Book Description

On-line learning is one of the most commonly used techniques for training large layered networks. Traditional methods have been recently complemented by ones from statistical physics and Bayesian statistics to provide more insight and deeper understanding of existing algorithms. This book presents a coherent picture of the state-of-the-art.

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