A novel brain-computer interface based on the rapid serial visual presentation paradigm

被引:69
作者
Acqualagna, Laura [1 ]
Treder, Matthias Sebastian
Schreuder, Martijn [2 ]
Blankertz, Benjamin [2 ,3 ]
机构
[1] Univ Genoa, Genoa, Italy
[2] Berlin Inst Technol, Machine Learning Lab, Berlin, Germany
[3] Fraunhofer FIRST, Intelligent Data Anal Grp, Berlin, Germany
来源
2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2010年
关键词
D O I
10.1109/IEMBS.2010.5626548
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Most present-day visual brain computer interfaces (BCIs) suffer from the fact that they rely on eye movements, are slow-paced, or feature a small vocabulary. As a potential remedy, we explored a novel BCI paradigm consisting of a central rapid serial visual presentation (RSVP) of the stimuli. It has a large vocabulary and realizes a BCI system based on covert non-spatial selective visual attention. In an offline study, eight participants were presented sequences of rapid bursts of symbols. Two different speeds and two different color conditions were investigated. Robust early visual and P300 components were elicited time-locked to the presentation of the target. Offline classification revealed a mean accuracy of up to 90% for selecting the correct symbol out of 30 possibilities. The results suggest that RSVP-BCI is a promising new paradigm, also for patients with oculomotor impairments.
引用
收藏
页码:2686 / 2689
页数:4
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