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 :
بازگشت