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Programming Self-Organizing Maps

Posted on 2010-03-15




Name:Programming Self-Organizing Maps
ASIN/ISBN:3540679219
Language:English
File size:98.6 Mb
   Programming Self-Organizing Maps

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Book Description:

The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. Many fields of science have adopted the SOM as a standard analytical tool: in statistics,signal processing, control theory, financial analyses, experimental physics, chemistry and medicine. A new area is organization of very large document collections. The SOM is also one of the most realistic models of the biological brain functions.This new edition includes a survey of over 2000 contemporary studies to cover the newest results; the case examples were provided with detailed formulae, illustrations and tables; a new chapter on software tools for SOM was written, other chapters were extended or reorganized.

Book Info:

Published in 2001

Published by Springer

Author Teuvo Kohonen

ISBN 3540679219 Size 5.12MB

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