Самоорганізовна інкрементна нейронна мережа для кластерування масивів даних

Abstract

In the paper self-organizing incremental neural network for multidimensional data sets. It is proposed to accomplish the task of clustering and represent the topological structure of the input data. Self-organizing incremental neural network find typical prototypes for large-scale data set and robust to noise.