Self-Organizing Maps (Springer Series in Information Sciences)
ISBN-13:
9783540620174
ISBN-10:
3540620176
Edition:
2nd ed.
Author:
Teuvo Kohonen
Publication date:
1997
Publisher:
Springer
Format:
Paperback
443 pages
Category:
AI & Machine Learning
,
Computer Science
FREE US shipping
Book details
ISBN-13:
9783540620174
ISBN-10:
3540620176
Edition:
2nd ed.
Author:
Teuvo Kohonen
Publication date:
1997
Publisher:
Springer
Format:
Paperback
443 pages
Category:
AI & Machine Learning
,
Computer Science
Summary
Self-Organizing Maps (Springer Series in Information Sciences) (ISBN-13: 9783540620174 and ISBN-10: 3540620176), written by authors
Teuvo Kohonen, was published by Springer in 1997.
With an overall rating of 4.1 stars, it's a notable title among other
AI & Machine Learning
(Computer Science) books. You can easily purchase or rent Self-Organizing Maps (Springer Series in Information Sciences) (Paperback) from BooksRun,
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AI & Machine Learning
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Description
This book deals with the most popular artificial neural network algorithm in the unsupervised-learning category, viz. the self-organizing map (SOM). As this book is the main monograph on the subject, it discusses all the relevant aspects ranging from the history, motivation, fundamentals, theory, variants, advances, and applications, to the hardware of the SOMs. An extensive literature survey of over 2000 contemporary studies is also included. Thus, answers to the most frequently asked questions relating to this topic can be found in this volume.
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