Title :
Brain-computer interface based on explicit and implicit mental process
Author_Institution :
Dept. of Electron. & Intell. Syst., Tohoku Inst. of Technol., Sendai, Japan
Abstract :
The BCI (brain-computer interface) extracts information from user´s brain activity which is elicited by specific tasks. The EEG-based BCI using evoked potential or P300 have been successfully used by paralyzed patients to realize virtual keyboard for character input or menu selection system. In such systems, however, the target brain activities are elicited by the presented sensory stimuli or their sudden changes. On the other hand, the BCI based on motor imagery has been highlighted because it can be controlled by user´s mental process, and no external sensory stimulus is required. In this article, my studies related to EEG-based BCI which achieves the direct control by user´s explicit and implicit mental process are introduced and discussed.
Keywords :
brain-computer interfaces; electroencephalography; keyboards; medical signal processing; visual evoked potentials; EEG-based BCI; P300; brain activity; brain-computer interface; character input system; evoked potential; explicit mental process; implicit mental process; information extraction; menu selection system; motor imagery; paralyzed patients; sensory stimuli; virtual keyboard; Brain; Brain-computer interfaces; Computers; Electroencephalography; Fingers; Process control; Visualization; EEG; brain-computer interface (BCI); expectation; mental process; motor imagery;
Conference_Titel :
Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on
Conference_Location :
Aizuwakamatsu
DOI :
10.1109/ICAwST.2013.6765454