DocumentCode
2026777
Title
“Eyes-closed” SSVEP-based BCI for binary communication of individuals with impaired oculomotor function
Author
Jeong-hwan Lim ; Han-Jeong Hwang ; Chang-Hwan Im
Author_Institution
Dept. of Biomed. Eng., Hanyang Univ., Seoul, South Korea
fYear
2013
fDate
18-20 Feb. 2013
Firstpage
79
Lastpage
80
Abstract
In the present study, a new paradigm for steady-state visual evoked potential (SSVEP)-based brain-computer interface (BCI) was proposed, which can be used for disabled individuals with impaired oculomotor function. The proposed EEG-based BCI system allows users to express their binary intentions without a need to open their eyes. A pair of glasses with two LEDs flickering at different frequencies was used to present visual stimuli to participants with their eyes closed. Through offline experiments performed with 11 participants, we confirmed that human SSVEP could be modulated by visual selective attention to a specific light stimulus penetrating through the eyelids. After customizing the parameters of the proposed paradigm based on the offline analysis results, binary intentions of five participants were classified in real time. The average ITR of our online experiments reached 10.83 bits/min, demonstrating the feasibility of our BCI paradigm.
Keywords
brain-computer interfaces; electroencephalography; interactive devices; light emitting diodes; medical signal processing; visual evoked potentials; EEG-based BCI paradigm; LED; binary intention; brain-computer interface; electroencephalography; eyes-closed SSVEP-based BCI; impaired oculomotor function; light emitting diode; steady-state visual evoked potential; visual selective attention; Accuracy; Brain-computer interfaces; Electrodes; Frequency modulation; Light emitting diodes; Steady-state; Visualization; amyotrophic lateral sclerosis (ALS); brain-computer interface (BCI); electroencephalography (EEG); eyes-closed BCI; steady-state visual evoked potential (SSVEP);
fLanguage
English
Publisher
ieee
Conference_Titel
Brain-Computer Interface (BCI), 2013 International Winter Workshop on
Conference_Location
Gangwo
Print_ISBN
978-1-4673-5973-3
Type
conf
DOI
10.1109/IWW-BCI.2013.6506637
Filename
6506637
Link To Document