Normal Point Density Input Influence over a Finite One-Dimensional SOM

Draganov, Ivo R. (2010) Normal Point Density Input Influence over a Finite One-Dimensional SOM. In: International Scientific Conference on Information, Communication and Energy Systems and Technologies ICEST, 23-26 June 2010, Ohrid, Macedonia.

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Abstract

In this paper an analysis is presented concerning the asymptotic state of the one-dimensional self-organizing map (SOM) with finite grid in the case of normal point distribution input. The SOM distortion measure is analyzed with its optimum found approximately. The results obtained are considered useful enough in wide variety of practical cases where fine tuning of the SOM is needed.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Self-Organizing Map, Normal Point Distribution, Distortion Measure
Subjects: Scientific Fields (Frascati) > Engineering and Technology > Electrical engineering, electronic engineering,information engineering
Divisions: Faculty of Technical Sciences
Depositing User: ICEST
Date Deposited: 18 Mar 2020 17:14
Last Modified: 18 Mar 2020 17:14
URI: http://eprints.uklo.edu.mk/id/eprint/2777

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