Gaze-independent BCI-spelling using rapid serial visual presentation (RSVP)

被引:107
|
作者
Acqualagna, Laura [1 ]
Blankertz, Benjamin [2 ,3 ]
机构
[1] Berlin Inst Technol, Machine Learning Lab, Berlin, Germany
[2] Berlin Inst Technol, Neurotechnol Grp, Berlin, Germany
[3] Bernstein Focus Neurotechnol, Berlin, Germany
关键词
Brain Computer Interfaces; RSVP; ERPs; Speller; BRAIN-COMPUTER INTERFACES; MENTAL PROSTHESIS; P300; COMMUNICATION; PERFORMANCE; PREDICTORS;
D O I
10.1016/j.clinph.2012.12.050
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: A Brain Computer Interface (BCI) speller is a communication device, which can be used by patients suffering from neurodegenerative diseases to select symbols in a computer application. For patients unable to overtly fixate the target symbol, it is crucial to develop a speller independent of gaze shifts. In the present online study, we investigated rapid serial visual presentation (RSVP) as a paradigm for mental typewriting. Methods: We investigated the RSVP speller in three conditions, regarding the Stimulus Onset Asynchrony (SOA) and the use of color features. A vocabulary of 30 symbols was presented one-by-one in a pseudo random sequence at the same location of display. Results: All twelve participants were able to successfully operate the RSVP speller. The results show a mean online spelling rate of 1.43 symb/min and a mean symbol selection accuracy of 94.8% in the best condition. Conclusion: We conclude that the RSVP is a promising paradigm for BCI spelling and its performance is competitive with the fastest gaze-independent spellers in literature. Significance: The RSVP speller does not require gaze shifts towards different target locations and can be operated by non-spatial visual attention, therefore it can be considered as a valid paradigm in applications with patients for impaired oculo-motor control. (C) 2013 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:901 / 908
页数:8
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