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发际线以下的多感官刺激与脑电图记录:脑机接口的一种新范式。

Multisensory Stimulation and EEG Recording Below the Hair-Line: A New Paradigm on Brain Computer Interfaces.

作者信息

Carmona Luciano, Diez Pablo F, Laciar Eric, Mut Vicente

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2020 Apr;28(4):825-831. doi: 10.1109/TNSRE.2020.2979684. Epub 2020 Mar 9.

DOI:10.1109/TNSRE.2020.2979684
PMID:32149649
Abstract

To test the feasibility of implementing multisensory (auditory and visual) stimulation in combination with electrodes placed on non-hair positions to design more efficient and comfortable Brain-computer interfaces (BCI). Fifteen volunteers participated in the experiments. They were stimulated by visual, auditory and multisensory stimuli set at 37, 38, 39 and 40Hz and at different phases (0°, 90°, 180° and 270°). The electroencephalogram (EEG) was measured from Oz, T7, T8, Tp9 and Tp10 positions. To evaluate the amplitude of the visual and auditory evoked potentials, the signal-to-noise ratio (SNR) was used and the accuracy of detection was calculated using canonical correlation analysis. Additionally, the volunteers were asked about the discomfort of each kind of stimulus. The multisensory stimulation allows for attaining higher SNR on every electrode. Non-hair (Tp9 and Tp10) positions attained SNR and accuracy similar to the ones obtained from occipital positions on visual stimulation. No significant difference was found on the discomfort produced by each kind of stimulation. The results demonstrated that multisensory stimulation can help in obtaining high amplitude steady-state evoked responses with a similar discomfort level. Then, it is possible to design a more efficient and comfortable hybrid-BCI based on multisensory stimulation and electrodes on non-hair positions. The current article proposes a new paradigm for hybrid-BCI based on steady-state evoked potentials measured from the area behind-the-ears and elicited by multisensory stimulation, thus, allowing subjects to achieve similar performance to the one achieved by visual-occipital BCI, but measuring the EEG on a more comfortable electrode location.

摘要

为了测试将多感官(听觉和视觉)刺激与放置在非毛发部位的电极相结合,以设计更高效、舒适的脑机接口(BCI)的可行性。15名志愿者参与了实验。他们受到频率设置为37、38、39和40Hz以及不同相位(0°、90°、180°和270°)的视觉、听觉和多感官刺激。脑电图(EEG)从Oz、T7、T8、Tp9和Tp10位置进行测量。为了评估视觉和听觉诱发电位的幅度,使用了信噪比(SNR),并通过典型相关分析计算检测准确率。此外,还询问了志愿者每种刺激带来的不适感。多感官刺激能使每个电极获得更高的SNR。非毛发部位(Tp9和Tp10)获得的SNR和准确率与视觉刺激时枕部位置获得的相似。每种刺激产生的不适感没有显著差异。结果表明,多感官刺激有助于在相似的不适水平下获得高幅度的稳态诱发反应。因此,有可能基于多感官刺激和非毛发部位的电极设计出更高效、舒适的混合式BCI。本文基于从耳后区域测量并由多感官刺激诱发的稳态诱发电位,提出了一种混合式BCI的新范式,从而使受试者能够获得与视觉枕部BCI相似的表现,但在更舒适的电极位置测量脑电图。

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J Healthc Eng. 2021 Aug 27;2021:4153155. doi: 10.1155/2021/4153155. eCollection 2021.
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