• Artículo
      Icon

      Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison 

      Martín Clemente, Rubén; Olías Sánchez, Francisco Javier; Thiyam, Deepa Beeta; Cichocki, Andrzej; Cruces Álvarez, Sergio Antonio (MDPI, 2018-01-02)
      Brain computer interfaces (BCIs) have been attracting a great interest in recent years. The common spatial patterns (CSP) ...
    • Artículo
      Icon

      L1-norm unsupervised Fukunaga-Koontz transform 

      Camargo Olivares, José Luis; Martín Clemente, Rubén; Hornillo Mellado, Susana; Antonio Zarzoso, Vicente (Elsevier, 2021)
      The Fukunaga-Koontz transform (FKT) is a powerful supervised feature extraction method used in twoclass recognition problems, ...
    • Artículo
      Icon

      Unsupervised Common Spatial Patterns 

      Martín Clemente, Rubén; Olías Sánchez, Francisco Javier; Cruces Álvarez, Sergio Antonio; Antonio Zarzoso, Vicente (Institute of Electrical and Electronics Engineers Inc., 2019)
      The common spatial pattern (CSP) method is a dimensionality reduction technique widely used in brain-computer interface ...