DocumentCode :
2469122
Title :
Multi-command SSVEP-based BCI system via single flickering frequency half-field stimulation pattern
Author :
Punsawad, Yunyong ; Wongsawat, Yodchanan
Author_Institution :
Department of Biomedical Engineering, Mahidol University, 25/25 Putttamonthon 4, Salaya, Nakornpathom 73170 Thailand
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
1101
Lastpage :
1104
Abstract :
This paper proposes a half-field steady state visual evoked potential (SSVEP)-based brain-computer interface (BCI) system to enhance the number of limited commands obtained from the existing SSVEP-based BCI methods. With the theory of vision perception and the concept of the existing half-field SSVEP-based BCI system, we propose the new stimulation pattern that, by using only one frequency, four commands can be generated with the average classification accuracy of approximately 77%. By using only one frequency, eye fatigue can be reduced. Furthermore, this method can be efficiently used to further increase the number of commands for the existing SSVEP-based BCI system.
Keywords :
Accuracy; Brain computer interfaces; Electrodes; Focusing; IEEE Engineering in Medicine and Biology Society; Light emitting diodes; Visualization; Electroencephalography; Evoked Potentials, Visual; Humans; Pattern Recognition, Automated; Photic Stimulation; Support Vector Machines; User-Computer Interface; Visual Cortex;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6090257
Filename :
6090257
Link To Document :
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