Abstract: The Visualization-Induced Self-Organizing Maps （ViSOM）, as one of the artificial neural networks models, has been successfully applied in the analysis of visualization of high-dimensional data. However, it has two weaknesses. Firstly, it does not consider

Key words: Independent component analysis, Visualization-induced self-organizing maps, Correlation