Title :
Improving Mu Rhythm Brain-Computer Interface Performance by Providing Specific Instructions for Control
Author :
Corbit, V. ; Gabel, L.A. ; Yu, Y.-C.
Author_Institution :
Dept. of Psychol., Lafayette Coll., Easton, PA, USA
Abstract :
Brain-computer interfaces (BCIs) are used to aid persons who have limited or no natural motor control. The mu rhythm is often used a neural control signal because it can be voluntarily modulated using motor imagery or relaxation. Practically using mu-rhythm BCIs presents issues involving long training times, variable accuracy, and even the exclusion of some participants due to lack of control. This study used a bilateral mu-based BCI to investigate whether giving participants specific instructions on how to modulate their mu rhythm would increase mu rhythm control as compared to the usual vague instructions given.
Keywords :
brain-computer interfaces; computer based training; electroencephalography; handicapped aids; medical control systems; medical signal processing; bilateral mu-based BCI; motor control; motor imagery; motor relaxation; mu rhythm brain-computer interface performance; mu rhythm control; mu-rhythm BCI; neural control signal; Brain-computer interfaces; Computers; Electroencephalography; Modulation; Rhythm; Training; µ-rhythm; Brain-computer interface; EEG; signal processing;
Conference_Titel :
Bioengineering Conference (NEBEC), 2013 39th Annual Northeast
Conference_Location :
Syracuse, NY
Print_ISBN :
978-1-4673-4928-4
DOI :
10.1109/NEBEC.2013.166