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A multi-day and multi-band dataset for a steady-state visual-evoked potential–based brain-computer interface

机译:一个多天多波段的数据集用于稳态视觉诱发电位的人机界面

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摘要

A steady-state visual-evoked potential (SSVEP) is a brain response to visual stimuli modulated at certain frequencies; it has been widely used in electroencephalography (EEG)-based brain–computer interface research. However, there are few published SSVEP datasets for brain–computer interface. In this study, we obtained a new SSVEP dataset based on measurements from 30 participants, performed on 2 days; our dataset complements existing SSVEP datasets: (i) multi-band SSVEP datasets are provided, and all 3 possible frequency bands (low, middle, and high) were used for SSVEP stimulation; (ii) multi-day datasets are included; and (iii) the EEG datasets include simultaneously obtained physiological measurements, such as respiration, electrocardiography, electromyography, and head motion (accelerator).
机译:稳态视觉诱发电位(SSVEP)是大脑对以特定频率调制的视觉刺激的反应。它已被广泛用于基于脑电图(EEG)的脑机接口研究。但是,很少有公开的关于脑机接口的SSVEP数据集。在这项研究中,我们基于2天进行的30位参与者的测量结果获得了一个新的SSVEP数据集;我们的数据集是对现有SSVEP数据集的补充:(i)提供了多频段SSVEP数据集,并且将所有3个可能的频带(低,中和高)用于SSVEP刺激; (ii)包括多日数据集; (iii)脑电数据集包括同时获得的生理测量值,例如呼吸,心电图,肌电图和头部运动(加速器)。

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