Vector quantization for selecting the number of neurons

Authors

  • Tomas Ruzgas
  • Jurgita Arnastauskaite
  • Laura Kizauskiene
  • Mindaugas Brazenas

DOI:

https://doi.org/10.22385/jctecs.v0i0.299

Keywords:

Vector quantization, number of neurons

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.

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Published

2021-07-28

Issue

Section

Articles