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基于P300的脑机接口中绿/蓝闪烁矩阵的效应:一项脑电图-功能磁共振成像研究

Effect of the Green/Blue Flicker Matrix for P300-Based Brain-Computer Interface: An EEG-fMRI Study.

作者信息

Ikegami Shiro, Takano Kouji, Wada Makoto, Saeki Naokatsu, Kansaku Kenji

机构信息

Systems Neuroscience Section, Department of Rehabilitation for Brain Functions, Research Institute of National Rehabilitation Center for Persons with Disabilities Tokorozawa, Japan.

出版信息

Front Neurol. 2012 Jul 11;3:113. doi: 10.3389/fneur.2012.00113. eCollection 2012.

Abstract

The visual P300-brain-computer interface, a popular system for EEG-based BCI, utilizes the P300 event-related potential to select an icon arranged in a flicker matrix. In the conventional P300-BCI speller paradigm, white/gray luminance intensification of each row/column in the matrix is used. In an earlier study, we applied green/blue luminance and chromatic change in the P300-BCI system and reported that this luminance and chromatic flicker matrix was associated with better performance and greater subject comfort compared with the conventional white/gray luminance flicker matrix. In this study, we used simultaneous EEG-functional magnetic resonance imaging (fMRI) recordings to identify brain areas that were more enhanced in the green/blue flicker matrix than in the white/gray flicker matrix, as these may highlight areas devoted to improved P300-BCI performance. The peak of the positive wave in the EEG data was detected under both conditions, and the peak amplitudes were larger at the parietal and occipital electrodes, particularly in the late components, under the green/blue condition than under the white/gray condition. fMRI data showed activation in the bilateral parietal and occipital cortices, and these areas, particularly those in the right hemisphere, were more activated under the green/blue condition than under the white/gray condition. The parietal and occipital regions more involved in the green/blue condition were part of the areas devoted to conventional P300s. These results suggest that the green/blue flicker matrix was useful for enhancing the so-called P300 responses.

摘要

视觉P300脑机接口是一种基于脑电图的脑机接口常用系统,它利用P300事件相关电位来选择闪烁矩阵中排列的图标。在传统的P300脑机接口拼写范式中,使用矩阵中每行/列的白色/灰色亮度增强。在早期研究中,我们在P300脑机接口系统中应用了绿色/蓝色亮度和色度变化,并报告称与传统的白色/灰色亮度闪烁矩阵相比,这种亮度和色度闪烁矩阵具有更好的性能和更高的受试者舒适度。在本研究中,我们使用同步脑电图-功能磁共振成像(fMRI)记录来识别在绿色/蓝色闪烁矩阵中比在白色/灰色闪烁矩阵中增强更明显的脑区,因为这些脑区可能突出了有助于提高P300脑机接口性能的区域。在两种条件下均检测到脑电图数据中正向波的峰值,并且在绿色/蓝色条件下,顶叶和枕叶电极处的峰值幅度更大,尤其是在晚期成分中,比白色/灰色条件下更大。fMRI数据显示双侧顶叶和枕叶皮质有激活,并且这些区域,特别是右半球的区域,在绿色/蓝色条件下比在白色/灰色条件下激活更明显。在绿色/蓝色条件下更多参与的顶叶和枕叶区域是传统P300所涉及区域的一部分。这些结果表明绿色/蓝色闪烁矩阵有助于增强所谓的P300反应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9baa/3394200/5bc117210eff/fneur-03-00113-g001.jpg

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