On-Line Learning in Neural Networks by Saad David

On-Line Learning in Neural Networks



Download On-Line Learning in Neural Networks




On-Line Learning in Neural Networks Saad David
Language: English
Page: 412
Format: pdf
ISBN: 0521652634, 9780521652636
Publisher:

Review

"I recommend this book to readers with a theoretical, analytical, or mathematical interest in neural networks, especially online learning." Computing Reviews

"The introduction gives a nice overview of on-line learning in neural networks and relates the subject to other developments in neural networks. The material provides a comprehensive view of the subject and is accessible to mathematicians, statisticians, and engineers in both industry and academia." Journal of the American Statistical Association

Book Description

On-line learning is one of the most commonly used techniques for training neural networks, and has been used successfully in many real-world applications. The aim of this book is to present a coherent picture of the state-of-the-art in on-line learning. An introduction relates the subject to other developments in neural networks and explains the overall picture. There follow surveys by leading experts in the field that combine new and established material and enable non-experts to learn more about the techniques and methods used.

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