DocumentCode
2116817
Title
Exploring the use of tactile feedback in an ERP-based auditory BCI
Author
Schreuder, M. ; Thurlings, M.E. ; Brouwer, A. ; Van Erp, J.B.F. ; Tangermann, M.
Author_Institution
Machine Learning Dept., Berlin Inst. of Technol., Berlin, Germany
fYear
2012
fDate
Aug. 28 2012-Sept. 1 2012
Firstpage
6707
Lastpage
6710
Abstract
Giving direct, continuous feedback on a brain state is common practice in motor imagery based brain-computer interfaces (BCI), but has not been reported for BCIs based on event-related potentials (ERP), where feedback is only given once after a sequence of stimuli. Potentially, direct feedback could allow the user to adjust his strategy during a running trial to obtain the required response. In order to test the usefulness of such feedback, directionally congruent vibrotactile feedback was given during an online auditory BCI experiment. Users received either no feedback, short feedback pulses or continuous feedback. The feedback conditions showed reduced performance both on a behavioral task and in terms of classification accuracy. Several explanations are discussed that give interesting starting points for further research on this topic.
Keywords
bioelectric potentials; brain-computer interfaces; haptic interfaces; ERP based auditory BCI; auditory BCI experiment; brain state; brain-computer interface; continuous feedback; directionally congruent vibrotactile feedback; event related potential; motor imagery; Brain computer interfaces; Calibration; Electroencephalography; Noise; Protocols; Tactile sensors; Training; Acoustic Stimulation; Adult; Behavior; Brain; Brain-Computer Interfaces; Calibration; Electroencephalography; Evoked Potentials; Feedback, Sensory; Female; Humans; Imagery (Psychotherapy); Male; Middle Aged; Motor Skills; Reproducibility of Results; Signal Processing, Computer-Assisted; Touch; User-Computer Interface; Young Adult;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location
San Diego, CA
ISSN
1557-170X
Print_ISBN
978-1-4244-4119-8
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/EMBC.2012.6347533
Filename
6347533
Link To Document