Vector Quantization by Optimal Neural Gas

Abstract

Abst rac t . Many vector quantization algorithms have been designed to minimize the reconstruction error of the data representation. The additional requirement of topology preservation in self-organizing maps conflicts this goal but can be alleviated by suitable modifications. In the present contribution we demonstrate that the neural gas algorithm allows… (More)
DOI: 10.1007/BFb0020224

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