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
Link To Document :
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