BSc in Computer Technology by Technological Institute of Aeronautics (1988);

BSc in Civil Engineering by University of São Paulo (1992);

MSc in Electrical Engineering by Federal University of Uberlândia (2002);

PhD in Informatics by Kyoto University (2006);

Post doctor by  Kyoto University (2008).

Research Interests:

• Image Processing;
• Pattern Recognition;
• Methodology and Techniques of Neurocomputation;
• Human-machine interface;
• Symbiotic Systems.