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
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