Selection of number of neurons for vector quantization methods

In this paper, a strategy of the selection of the neurons number for vector quantization methods has been investigated. Two methods based on neural networks have been analysed: self-organizing map and neural gas. There is suggested a way under which the number of neurons is selected taken into acco...

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Bibliographic Details
Main Authors: Olga Kurasova, Alma Molytė
Format: Article
Language:English
Published: Vilnius University Press 2008-12-01
Series:Lietuvos Matematikos Rinkinys
Subjects:
Online Access:https://www.journals.vu.lt/LMR/article/view/18121