• DocumentCode
    2116817
  • Title

    Exploring the use of tactile feedback in an ERP-based auditory BCI

  • Author

    Schreuder, M. ; Thurlings, M.E. ; Brouwer, A. ; Van Erp, J.B.F. ; Tangermann, M.

  • Author_Institution
    Machine Learning Dept., Berlin Inst. of Technol., Berlin, Germany
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    6707
  • Lastpage
    6710
  • Abstract
    Giving direct, continuous feedback on a brain state is common practice in motor imagery based brain-computer interfaces (BCI), but has not been reported for BCIs based on event-related potentials (ERP), where feedback is only given once after a sequence of stimuli. Potentially, direct feedback could allow the user to adjust his strategy during a running trial to obtain the required response. In order to test the usefulness of such feedback, directionally congruent vibrotactile feedback was given during an online auditory BCI experiment. Users received either no feedback, short feedback pulses or continuous feedback. The feedback conditions showed reduced performance both on a behavioral task and in terms of classification accuracy. Several explanations are discussed that give interesting starting points for further research on this topic.
  • Keywords
    bioelectric potentials; brain-computer interfaces; haptic interfaces; ERP based auditory BCI; auditory BCI experiment; brain state; brain-computer interface; continuous feedback; directionally congruent vibrotactile feedback; event related potential; motor imagery; Brain computer interfaces; Calibration; Electroencephalography; Noise; Protocols; Tactile sensors; Training; Acoustic Stimulation; Adult; Behavior; Brain; Brain-Computer Interfaces; Calibration; Electroencephalography; Evoked Potentials; Feedback, Sensory; Female; Humans; Imagery (Psychotherapy); Male; Middle Aged; Motor Skills; Reproducibility of Results; Signal Processing, Computer-Assisted; Touch; User-Computer Interface; Young Adult;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6347533
  • Filename
    6347533