• DocumentCode
    3684322
  • Title

    Chromatic and high-frequency cVEP-based BCI paradigm

  • Author

    Daiki Aminaka;Shoji Makino;Tomasz M. Rutkowski

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Tsukuba, Tsukuba, Japan
  • fYear
    2015
  • Firstpage
    1906
  • Lastpage
    1909
  • Abstract
    We present results of an approach to a code-modulated visual evoked potential (cVEP) based brain-computer interface (BCI) paradigm using four high-frequency flashing stimuli. To generate higher frequency stimulation compared to the state-of-the-art cVEP-based BCIs, we propose to use the light-emitting diodes (LEDs) driven from a small micro-controller board hardware generator designed by our team. The high-frequency and green-blue chromatic flashing stimuli are used in the study in order to minimize a danger of a photosensitive epilepsy (PSE). We compare the the green-blue chromatic cVEP-based BCI accuracies with the conventional white-black flicker based interface. The high-frequency cVEP responses are identified using a canonical correlation analysis (CCA) method.
  • Keywords
    "Light emitting diodes","Electroencephalography","Visualization","Correlation","Accuracy","Frequency modulation","Green products"
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Electronic_ISBN
    1558-4615
  • Type

    conf

  • DOI
    10.1109/EMBC.2015.7318755
  • Filename
    7318755