Vector quantization for selecting the number of neurons

Tomas Ruzgas, Jurgita Arnastauskaite, Laura Kizauskiene, Mindaugas Brazenas

Abstract


The paper deals with the strategy of selecting the number of neurons based on vector quantization methods. Two methods based on neural networks are analyzed: self-organizing map and neural gas. A method of selecting the number of neurons according to the specifics of the data analyzed is presented.

Keywords


Vector quantization; number of neurons

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DOI: http://dx.doi.org/10.22385/jctecs.v0i0.299