Title :
New set of cognitive tasks in EEG based Brain Computer Interface
Author :
Sakkaff, Zahmeeth ; Nanayakkara, Asiri
Author_Institution :
Artificial Intell. & Appl. Electron. Res. Unit, Inst. of Fundamental Studies, Kandy, Sri Lanka
Abstract :
A set of new mental tasks that can be used with Brain Computer Interface systems are introduced. New mental tasks are natural to perform for controlling a cursor on a computer screen to select icons. With the help of three healthy subjects, performance of new mental tasks was evaluated and compared with that of popular motor imagery mental tasks. Three subjects who participated in this study showed better or equally good performance with new mental tasks as compared to motor imagery mental tasks.
Keywords :
brain-computer interfaces; cognition; electroencephalography; medical signal processing; screens (display); EEG; brain computer interface; cognitive tasks; computer screen; motor imagery mental tasks; Brain computer interfaces; Computers; Electrodes; Electroencephalography; Kernel; Support vector machine classification; Visualization; Brain Computer Interface (BCI); Electroencephalography (EEG); Machine Learning;
Conference_Titel :
Information and Automation for Sustainability (ICIAFs), 2010 5th International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4244-8549-9
DOI :
10.1109/ICIAFS.2010.5715637
