DocumentCode :
3684322
Title :
Chromatic and high-frequency cVEP-based BCI paradigm
Author :
Daiki Aminaka;Shoji Makino;Tomasz M. Rutkowski
Author_Institution :
Dept. of Comput. Sci., Univ. of Tsukuba, Tsukuba, Japan
fYear :
2015
Firstpage :
1906
Lastpage :
1909
Abstract :
We present results of an approach to a code-modulated visual evoked potential (cVEP) based brain-computer interface (BCI) paradigm using four high-frequency flashing stimuli. To generate higher frequency stimulation compared to the state-of-the-art cVEP-based BCIs, we propose to use the light-emitting diodes (LEDs) driven from a small micro-controller board hardware generator designed by our team. The high-frequency and green-blue chromatic flashing stimuli are used in the study in order to minimize a danger of a photosensitive epilepsy (PSE). We compare the the green-blue chromatic cVEP-based BCI accuracies with the conventional white-black flicker based interface. The high-frequency cVEP responses are identified using a canonical correlation analysis (CCA) method.
Keywords :
"Light emitting diodes","Electroencephalography","Visualization","Correlation","Accuracy","Frequency modulation","Green products"
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN :
1094-687X
Electronic_ISBN :
1558-4615
Type :
conf
DOI :
10.1109/EMBC.2015.7318755
Filename :
7318755
Link To Document :
بازگشت