Self-Organizing Maps

by Teuvo Kohonen

Book Overview

The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. About 4000 research articles on it have appeared in the open literature, and many industrial projects use the SOM as a tool for solving hard real world problems. Many fields of science have adopted the SOM as a standard analytical tool: statistics, signal processing, control theory, financial analyses, experimental...

• Format: Paperback
• Language: English
• ISBN: 3540679219
• ISBN13: 9783540679219
• Release Date: November 2000
• Publisher: Springer
• Length: 502 Pages
• Weight: 2.20 lbs.
• Dimensions: 1.1" x 6.1" x 9.2"