• DocumentCode
    1344376
  • Title

    EEG-based communication and control: short-term role of feedback

  • Author

    McFarland, Dennis J. ; McCane, Lynn M. ; Wolpaw, Jonathan R.

  • Author_Institution
    State Univ. of New York, Albany, NY, USA
  • Volume
    6
  • Issue
    1
  • fYear
    1998
  • fDate
    3/1/1998 12:00:00 AM
  • Firstpage
    7
  • Lastpage
    11
  • Abstract
    When people learn to control the amplitudes of certain electroencephalogram (EEG) components (e.g., the 8-12 Hz μ-rhythm over sensorimotor cortex) and use them to move a cursor to a target on a video screen, feedback about performance is normally provided by cursor movement and by trial outcome (i.e., success or failure). The authors assessed the short-term effects of this feedback on EEG control. After subjects received initial training with feedback present, feedback was removed intermittently for periods of several minutes. Subjects still displayed EEG control when feedback was removed. Removal of cursor movement alone appeared to have effects comparable to removal of both cursor movement and trial outcome. These results show that, in the short-term at least, μ-rhythm control is not dependent on the sensory input provided by cursor movement. They also suggest that feedback can have inhibitory as well as facilitatory effects on EEG control, and that these effects vary across subjects. This finding has implications for the design of training procedures
  • Keywords
    biocontrol; electroencephalography; feedback; handicapped aids; μ-rhythm; 8 to 12 Hz; EEG components amplitude control; EEG-based communication; EEG-based control; assistive communication; facilitatory effects; inhibitory effects; learning; operant conditioning; rehabilitation; sensorimotor cortex; sensory input; video screen cursor movement; Communication system control; Control systems; Displays; Electroencephalography; Feedback; Frequency; Medical control systems; Prosthetics; Rhythm; Scalp;
  • fLanguage
    English
  • Journal_Title
    Rehabilitation Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6528
  • Type

    jour

  • DOI
    10.1109/86.662615
  • Filename
    662615