• DocumentCode
    2927192
  • Title

    A novel brain-computer interface based on the rapid serial visual presentation paradigm

  • Author

    Acqualagna, Laura ; Treder, Matthias Sebastian ; Schreuder, Martijn ; Blankertz, Benjamin

  • Author_Institution
    Univ. Degli Studi di Genova, Genova, Italy
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    2686
  • Lastpage
    2689
  • Abstract
    Most present-day visual brain computer interfaces (BCIs) suffer from the fact that they rely on eye movements, are slow-paced, or feature a small vocabulary. As a potential remedy, we explored a novel BCI paradigm consisting of a central rapid serial visual presentation (RSVP) of the stimuli. It has a large vocabulary and realizes a BCI system based on covert non-spatial selective visual attention. In an offline study, eight participants were presented sequences of rapid bursts of symbols. Two different speeds and two different color conditions were investigated. Robust early visual and P300 components were elicited time-locked to the presentation of the target. Offline classification revealed a mean accuracy of up to 90% for selecting the correct symbol out of 30 possibilities. The results suggest that RSVP-BCI is a promising new paradigm, also for patients with oculomotor impairments.
  • Keywords
    brain-computer interfaces; medical signal processing; neurophysiology; visual evoked potentials; RSVP-BCI; brain-computer interface; central RSVP paradigm; covert nonspatial selective visual attention; oculomotor impairments; rapid serial visual presentation; rapid symbol bursts; visual BCI; Accuracy; Electric potential; Electrodes; Electroencephalography; Image color analysis; Visualization; Vocabulary; Adult; Biomedical Engineering; Brain; Computers; Electroencephalography; Event-Related Potentials, P300; Evoked Potentials; Female; Humans; Male; Reproducibility of Results; Signal Processing, Computer-Assisted; Software; Time Factors; User-Computer Interface;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626548
  • Filename
    5626548