DocumentCode
174011
Title
Quantification and reduction of visual load during BCI operation
Author
Gwak, Kiuk ; Leeb, R. ; Millan, Jose Del R. ; Dae-Shik Kim
Author_Institution
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fYear
2014
fDate
5-8 Oct. 2014
Firstpage
2795
Lastpage
2800
Abstract
Operating a brain-actuated vehicle in real-world environments requires much of our visual attention. However, a typical brain-computer interface (BCI) sends the feedback information about the current status of the user´s brain also via the visual channel. As a result, users have to split their visual attention into two: one for the surroundings and the other for the visual BCI feedback. Therefore, we recently developed a tactile stimulation system that successfully replaced the conventional visual feedback. Here we employ the multiple object tracking experiments to quantify the visual load added by the visual feedback. The result show that the additional visual load is almost eliminated, and the true negative rate of the BCI operation (intentional non-control) is improved when the visual feedback is replaced by the tactile feedback.
Keywords
brain-computer interfaces; electroencephalography; haptic interfaces; BCI operation; brain-actuated vehicle; brain-computer interface; feedback information; multiple object tracking experiments; real-world environments; tactile feedback; visual BCI feedback; visual attention; visual load quantification; visual load reduction; Accuracy; Electroencephalography; Object tracking; Tactile sensors; Target tracking; Vehicles; Visualization; BCI feedback; Tactile BCI; motor imagery; multiple object tracking; tactile feedback;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location
San Diego, CA
Type
conf
DOI
10.1109/SMC.2014.6974352
Filename
6974352
Link To Document