SPECIALIOS STRUKTŪROS DAUGIASLUOKSNIS PERCEPTRONAS DAUGIAMAČIAMS DUOMENIMS VIZUALIZUOTI
SPECIAL MULTILAYER PERCEPTRON FOR MULTIDIMENSIONAL DATA VISUALIZATION

Summary/Abstract: In this paper a special feed forward neural network, consisting of the radial basis function layer and a multilayer perceptron is presented. The multilayer perceptron has been proposed and investigated for multidimensional data visualization. The proposed visualization approach includes data clustering, determining the parameters of the radial basis function and forming the data set to train the multilayer perceptron. The outputs of the last hidden layer are assigned as coordinates of the visualized points.

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