DocumentCode :
705315
Title :
A novel calibration method for SSVEP based brain-computer interfaces
Author :
Volosyak, Ivan ; Malechka, Tatsiana ; Valbuena, Diana ; Graser, Axel
Author_Institution :
Inst. of Autom., Univ. of Bremen, Bremen, Germany
fYear :
2010
fDate :
23-27 Aug. 2010
Firstpage :
939
Lastpage :
943
Abstract :
A brain-computer interface (BCI) provides the possibility to translate brain neural activity patterns into control commands without user´s movement. In recent years, there has been increasing interest in using steady-state visual evoked potential (SSVEP) in BCI systems. The SSVEP based BCI system requires several simultaneously flickering light sources of distinct frequencies, enabling the user to interact by focusing on one of the stimuli. However, the amplitude of the SSVEP is not the same for different stimulation frequencies or for different subjects. In order to find optimal stimulation frequencies, stimuli are usually processed sequentially; this can take several minutes. This paper introduces a novel multitarget calibration method for SSVEP-based BCIs, which allows significant shortening of the calibration procedure. This approach was successfully evaluated in 5 neurologically intact subjects, shorting the calibration time by four. No major influence on the quality of calibration could be observed.
Keywords :
brain-computer interfaces; calibration; eye; light sources; medical signal processing; neurophysiology; signal classification; visual evoked potentials; SSVEP based BCI system; SSVEP based brain-computer interfaces; brain neural activity patterns; multitarget calibration method; optimal stimulation frequency; simultaneously flickering light sources; steady-state visual evoked potential; Calibration; Electrodes; Electroencephalography; Light emitting diodes; Signal to noise ratio; Steady-state; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg
ISSN :
2219-5491
Type :
conf
Filename :
7096588
Link To Document :
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