NDLI: A hybrid BCI system for 2-D asynchronous cursor control

Content Provider	IEEE Xplore Digital Library
Author	Yuanqing Li Jinyi Long Tianyou Yu Zhuliang Yu Chuanchu Wang Haihong Zhang Cuntai Guan
Copyright Year	2010
Description	Author affiliation: Institute for Infocomm Research, Singapore 119613 (Chuanchu Wang; Haihong Zhang; Cuntai Guan) \|\| School of Automation Science and Engineering, South China University of Technology, 510640, China (Yuanqing Li; Jinyi Long; Tianyou Yu; Zhuliang Yu)
Abstract	In this paper, a hybrid EEG-based brain computer interface (BCI) is designed for two-dimensional cursor control. In our approach, two brain activity patterns, i.e., motor imagery and P300 potential, are used for controlling the horizontal and the vertical movements of the cursor respectively. A real-time BCI system based on this approach is implemented and evaluated through an online experiment. Six subjects attending this experiment can perform 2-D cursor control effectively. Our experimental results show that the system has the following merits compared with prior systems: 1) it does not rely on intensive user training; 2) it allows cursor movement between arbitrary positions.
Starting Page	4205
Ending Page	4208
File Size	556935
Page Count	4
File Format	PDF
ISBN	9781424441235
ISSN	1557170X
DOI	10.1109/IEMBS.2010.5627394
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-31
Publisher Place	Argentina
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Electroencephalography Brain models Support vector machines Rhythm Feature extraction Training P300 potential Brain-computer interface (BCI) electroencephalogram (EEG) 2-D cursor control mu rhythm
Content Type	Text
Resource Type	Article
Subject	Signal Processing Biomedical Engineering Health Informatics Computer Vision and Pattern Recognition

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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