A noninvasive brain computer interface using visually-induced near-infrared spectroscopy responses

被引:9
作者
Chen, Cheng-Hsuan [1 ,2 ]
Ho, Ming-Shan [1 ]
Shyu, Kuo-Kai [1 ]
Hsu, Kou-Cheng [2 ]
Wang, Kuo-Wei [1 ,3 ]
Lee, Po-Lei [1 ,4 ]
机构
[1] Natl Cent Univ, Dept Elect Engn, Taoyuan 32001, Taiwan
[2] Fu Jen Catholic Univ, Dept Elect Engn, New Taipei City 24205, Taiwan
[3] Taiwan Landseed Hosp, Dept Med Imaging, Taoyuan 32402, Taiwan
[4] Natl Cent Univ, Ctr Dynam Markers & Translat Med, Taoyuan 32001, Taiwan
关键词
Near infrared spectroscopy; Brain computer interface; Visual response; Hemodynamic response; Flickering sequence; MOTOR IMAGERY; CLASSIFICATION; TOPOGRAPHY; ALGORITHMS; FIELD;
D O I
10.1016/j.neulet.2014.07.042
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Visually-induced near-infrared spectroscopy (NIRS) response was utilized to design a brain computer interface (BCI) system. Four circular checkerboards driven by distinct flickering sequences were displayed on a LCD screen as visual stimuli to induce subjects' NIRS responses. Each flickering sequence was a concatenated sequence of alternative flickering segments and resting segments. The flickering segment was designed with fixed duration of 3 s whereas the resting segment was chosen randomly within 15-20 s to create the mutual independencies among different flickering sequences. Six subjects were recruited in this study and subjects were requested to gaze at the four visual stimuli one-after-one in a random order. Since visual responses in human brain are time-locked to the onsets of visual stimuli and the flicker sequences of distinct visual stimuli were designed mutually independent, the NIRS responses induced by user's gazed targets can be discerned from non-gazed targets by applying a simple averaging process. The accuracies for the six subjects were higher than 90% after 10 or more epochs being averaged. (C) 2014 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:22 / 26
页数:5
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