DocumentCode
2488949
Title
An auditory brain-computer interface using virtual sound field
Author
Gao, Haiyang ; Ouyang, Minhui ; Zhang, Dan ; Hong, Bo
Author_Institution
Dept. of Biomed. Eng., Tsinghua Univ., Beijing, China
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
4568
Lastpage
4571
Abstract
Brain-computer interfaces (BCIs) exploring the auditory communication channel might be preferable for amyotrophic lateral sclerosis (ALS) patients with poor sight or with the visual system being occupied for other uses. Spatial attention was proven to be able to modulate the event-related potentials (ERPs); yet up to now, there is no auditory BCI based on virtual sound field. In this study, auditory spatial attention was introduced by using stimuli in a virtual sound field. Subjects attended selectively to the virtual location of the target sound and discriminated its relevant properties. The concurrently recorded ERP components and the users´ performance were compared with those of the paradigm where all sounds were presented in the frontal direction. The early ERP components (100-250ms) and the simulated online accuracies indicated that spatial attention indeed added effective discriminative information for BCI classification. The proposed auditory paradigm using virtual sound field may lead to a high-performance and portable BCI system.
Keywords
brain-computer interfaces; hearing; BCI classification; ERP components; amyotrophic lateral sclerosis patient; auditory brain-computer interface; auditory communication channel; auditory paradigm; auditory spatial attention; event-related potential; frontal direction; portable BCI system; simulated online accuracy; virtual sound field; Accuracy; Band pass filters; Brain computer interfaces; Electroencephalography; Neuroscience; Object detection; Testing; Adult; Auditory Cortex; Electroencephalography; Female; Humans; Male; Man-Machine Systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091131
Filename
6091131
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