IEEE - Institute of Electrical and Electronics Engineers, Inc. - Visual stability improvement of SOM's feature map by initial value assignment

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Author(s): Shinji, M. ; Tsutomu, M.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2011
Conference Location: Taipei, Taiwan, Taiwan
Conference Date: 27 June 2011
Page(s): 1,759 - 1,762
ISBN (Electronic): 978-1-4244-7317-5
ISBN (Paper): 978-1-4244-7315-1
ISBN (Online): 978-1-4244-7316-8
ISSN (Paper): 1098-7584
ISSN (Online): 1098-7584
DOI: 10.1109/FUZZY.2011.6007660
Regular:

In SOM learning, learning result depends on initial value of feature map and the location of the node or the distance between nodes on feature map is important factor to determine feature of... View More

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