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
Link To Document :
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