• DocumentCode
    2116857
  • Title

    Simultaneous brain-computer interfacing and motor control: Expanding the reach of non-invasive BCIs

  • Author

    Cheung, W. ; Sarma, Deva ; Scherer, Rafal ; Rao, Rajesh P. N.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of Washington, Seattle, WA, USA
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    6715
  • Lastpage
    6718
  • Abstract
    Brain-computer interfaces (BCIs) have traditionally been developed for paralyzed and locked-in individuals with no motor control. However, there is a much larger population of patients with some residual motor function as well as the general population of able-bodied individuals, both of whom could benefit significantly from BCIs. An important question that has yet to be systematically studied is: can subjects use BCIs simultaneously with overt motor activity? We present results from a preliminary study aimed at exploring this question. Three subjects used hand motor imagery in an electroencephalographic (EEG) BCI while simultaneously using a joystick to control a cursor. Particular attention was paid to preventing potential muscle artifacts from influencing imagery-based control. All three subjects were able to use the hybrid “imagery+joystick” mode of control over two days, demonstrating the ability to learn and significantly improve performance. These results suggest that subjects can potentially augment their normal human sensorimotor capability by exercising direct brain control over devices concurrently with overt motor control.
  • Keywords
    brain-computer interfaces; electroencephalography; handicapped aids; muscle; EEG BCI; brain-computer interfacing; electroencephalographic BCI; joystick; locked-in individuals; motor control; muscle artifact; noninvasive BCI; paralyzed individuals; residual motor function; Brain computer interfaces; Electrodes; Electroencephalography; Electromyography; Human factors; Muscles; Training; Adult; Brain; Brain-Computer Interfaces; Computer Simulation; Electrodes; Electroencephalography; Equipment Design; Humans; Imagery (Psychotherapy); Learning; Male; Motor Skills; Reproducibility of Results; Signal Processing, Computer-Assisted; Time Factors; 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.2012.6347535
  • Filename
    6347535