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A Dry EEG-System for Scientific Research and Brain–Computer Interfaces

机译:用于科学研究和脑机接口的干式脑电图系统

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摘要

Although it ranks among the oldest tools in neuroscientific research, electroencephalography (EEG) still forms the method of choice in a wide variety of clinical and research applications. In the context of brain–computer interfacing (BCI), EEG recently has become a tool to enhance human–machine interaction. EEG could be employed in a wider range of environments, especially for the use of BCI systems in a clinical context or at the homes of patients. However, the application of EEG in these contexts is impeded by the cumbersome preparation of the electrodes with conductive gel that is necessary to lower the impedance between electrodes and scalp. Dry electrodes could provide a solution to this barrier and allow for EEG applications outside the laboratory. In addition, dry electrodes may reduce the time needed for neurological exams in clinical practice. This study evaluates a prototype of a three-channel dry electrode EEG system, comparing it to state-of-the-art conventional EEG electrodes. Two experimental paradigms were used: first, event-related potentials (ERP) were investigated with a variant of the oddball paradigm. Second, features of the frequency domain were compared by a paradigm inducing occipital alpha. Furthermore, both paradigms were used to evaluate BCI classification accuracies of both EEG systems. Amplitude and temporal structure of ERPs as well as features in the frequency domain did not differ significantly between the EEG systems. BCI classification accuracies were equally high in both systems when the frequency domain was considered. With respect to the oddball classification accuracy, there were slight differences between the wet and dry electrode systems. We conclude that the tested dry electrodes were capable to detect EEG signals with good quality and that these signals can be used for research or BCI applications. Easy to handle electrodes may help to foster the use of EEG among a wider range of potential users.
机译:尽管它是神经科学研究中最古老的工具之一,但脑电图(EEG)仍然是各种临床和研究应用中的首选方法。在脑机接口(BCI)的背景下,脑电图最近已成为增强人机交互的工具。脑电图可在更广泛的环境中使用,尤其是在临床环境或患者家中使用BCI系统。然而,脑电图在这些情况下的应用由于用导电凝胶麻烦地制备电极而受到阻碍,这对于降低电极和头皮之间的阻抗是必需的。干电极可以为这种障碍提供解决方案,并允许在实验室外进行脑电图应用。此外,干电极可以减少临床实践中神经系统检查所需的时间。这项研究评估了三通道干式电极EEG系统的原型,并将其与最新的常规EEG电极进行了比较。使用了两个实验范式:首先,使用奇异球范式的变体研究了事件相关电位(ERP)。其次,通过范型诱导枕叶α来比较频域的特征。此外,这两种范例都用于评估两个EEG系统的BCI分类准确性。在两个EEG系统之间,ERP的幅度和时间结构以及频域特征没有显着差异。当考虑频域时,两个系统中的BCI分类精度均很高。关于奇数球分类精度,干湿电极系统之间略有差异。我们得出的结论是,经过测试的干电极能够检测高质量的EEG信号,并且这些信号可用于研究或BCI应用。易于操作的电极可能有助于在更广泛的潜在用户中促进EEG的使用。

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