Few studies have been published on the analysis and correlation of data from process mineralogical gold ore employing artificial neural networks (ANNs). This study aimed to analyse investigate correlations obtained by technological characterization auriferous using an ANN called self-organizing map (SOM) support geometallurgical studies. The SOM is a technique in which patterns relationships wi...