DocumentCode :
627351
Title :
Design and implementation of a user independent SSVEP based brain-computer interface with high transfer rates
Author :
Azom, Md Aliul ; Rana, Md Masud ; Ahmad, Mohiuddin
Author_Institution :
Dept. of Electr. & Electron. Eng., Khulna Univ. of Eng. & Technol., Khulna, Bangladesh
fYear :
2013
fDate :
17-18 May 2013
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a brain-computer interface (BCI) that can help users to input phone numbers or select any command in the graphical user interface. The system is based on the steady-state visual evoked potential (SSVEP). To ensure universal applicability, a system with three fixed positioned electrodes for reducing user variation on system performance has been proposed. Sixteen buttons illuminated at different rates were displayed on a computer monitor. The frequency-coded SSVEP was used to judge which button the user desired. The attractive features of the system are noninvasive signal recording, little training required for use, higher information transfer rate (ITR) and higher accuracy in living environments.
Keywords :
brain-computer interfaces; graphical user interfaces; medical signal processing; visual evoked potentials; !TR; BC!; computer monitor; fixed positioned electrodes; frequency-coded SSVEP; graphical user interface; information transfer rate; noninvasive signal recording; phone numbers; steady-state visual evoked potential; transfer rates; user independent SSVEP based brain-computer interface; user variation; Accuracy; Discrete Fourier transforms; Electric potential; Electrodes; Electroencephalography; Training; Visualization; Brain-computer interface (BCI); information transfer rate (ITR); steady-state visual evoked potential (SSVEP);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Informatics, Electronics & Vision (ICIEV), 2013 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-0397-9
Type :
conf
DOI :
10.1109/ICIEV.2013.6572705
Filename :
6572705
Link To Document :
بازگشت