DocumentCode
636521
Title
A mental switch-based asynchronous brain-computer interface for 2D cursor control
Author
Bin Xia ; Dehua An ; Conghui Chen ; Hong Xie ; Jie Li
Author_Institution
Dept. of Electr. Eng. Dept., Shanghai Maritime Univ., Shanghai, China
fYear
2013
fDate
3-7 July 2013
Firstpage
3101
Lastpage
3104
Abstract
In the present study, we developed a mental switch-based asynchronous brain-computer interface for 2D cursor control. Two mental switches were designed: one was to switch from non-intentional to intentional control state, and the other one for conducting the reverse process. 2D control and mental switches are all based on three-class motor imagery. With four subjects participating in the study, the experimental results demonstrated the efficiency of the proposed asynchronous 2D control strategy.
Keywords
brain; brain-computer interfaces; asynchronous 2D control strategy; mental switch-based asynchronous brain-computer interface; nonintentional control state; three-class motor imagery; Biomedical engineering; Brain-computer interfaces; Control systems; Electroencephalography; Integrated circuits; Support vector machines; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6610197
Filename
6610197
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