DocumentCode :
118377
Title :
Tactile and bone-conduction auditory brain computer interface for vision and hearing impaired users — Stimulus pattern and BCI accuracy improvement
Author :
Mori, Hiromu ; Makino, Shoji ; Rutkowski, Tomasz M.
Author_Institution :
TARA Life Sci. Center, Univ. of Tsukuba, Tsukuba, Japan
fYear :
2014
fDate :
9-12 Dec. 2014
Firstpage :
1
Lastpage :
7
Abstract :
This paper aims to improve tactile and bone-conduction brain computer interface (tbaBCI) classification accuracy based on a new stimulus pattern search in order to trigger more separable P300 responses. We propose and investigate three approaches to stimulus spatial and frequency content modification. As result of the online tbaBCI classification accuracy tests with six subjects we conclude that frequency modification in the previously reported single vibrotactile exciter-based patterns leads to border of significance statistical improvements.
Keywords :
brain-computer interfaces; handicapped aids; haptic interfaces; BCI accuracy improvement; P300 responses; bone-conduction auditory brain computer interface; frequency modification; hearing impaired users; online tbaBCI classification accuracy tests; single vibrotactile exciter-based patterns; stimulus frequency content modification; stimulus pattern; stimulus spatial content modification; tactile brain computer interface; vision impaired users; Accuracy; Color; Educational institutions; Electrodes; Electroencephalography; Time factors; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location :
Siem Reap
Type :
conf
DOI :
10.1109/APSIPA.2014.7041759
Filename :
7041759
Link To Document :
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