• DocumentCode
    2540182
  • Title

    Comparison of stimulus types in visual P300 speller of brain-computer interfaces

  • Author

    Liu, Yang ; Zhou, Zongtan ; Hu, Dewen

  • Author_Institution
    Dept. of Autom. Control, Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2010
  • fDate
    7-9 July 2010
  • Firstpage
    273
  • Lastpage
    279
  • Abstract
    This study proposes several categories of stimulus types under the visual oddball speller paradigm with application to brain-computer interface (BCI). Motion (including translation and rotation), zoom in/out, pattern rotation and sharpening types are tested and analysed. Results show that rotation and zooming type could obtain comparative or higher accuracies as well as information transfer rates compared with classic color type. Spatio-temporal distributions of the weighted event related potentials evoked by different stimulus types show respective patterns, and subject specific configuration of stimulus type is suggested.
  • Keywords
    brain-computer interfaces; electroencephalography; spatiotemporal phenomena; brain-computer interfaces; electroencephalography; rotation; spatio-temporal distributions; stimulus types; visual oddball speller paradigm; zooming; Accuracy; Brain computer interfaces; Electrodes; Feature extraction; Image color analysis; Training; Visualization; Brain-Computer Interfaces; P300 Speller; Stimulus Type;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics (ICCI), 2010 9th IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-8041-8
  • Type

    conf

  • DOI
    10.1109/COGINF.2010.5599730
  • Filename
    5599730