用于开发基于ssvep的无线脑电BCI系统的新型保湿海绵电极

L. Ko, Yang Chang, Peilun Wu, Yi-Chen Lu, Chia-Lung Yeh, Yun-Ju Chen
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引用次数: 5

摘要

脑机接口(BCI)是人脑与外部设备之间的一种通信方式。在现有的脑机接口中,稳态视觉诱发电位(SSVEP)因其良好的信噪比和对伪影的相对免疫能力而成为常用的脑机接口技术。然而,在实际场景中应用该技术仍然存在一些局限性;其中一个限制是湿和干脑电图电极之间的权衡。在这项研究中,我们提出了一种新的保湿海绵电极和一种创新的可微功率算法,用于开发基于ssvep的BCI应用。阻抗测试表明,与金属电极相比,海绵电极表现出较低的阻抗,当有毛发存在时,这是足够的。对于基于ssvep的BCI应用,该算法也显示出更好的准确性。采用这两种创新可以加强BCI在现实世界应用的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Novel Moisture Retention Sponge Electrodes for Developing a Wireless EEG SSVEP-based BCI System
Brain computer interface (BCI) is a method of communication between human brain and external device. Among the existing BCIs, steady-state visual evoked potential (SSVEP) is a common BCI technique due to its excellent signal-to-noise ratio (SNR) and relative immunity against artifacts. However, it remains some limitations regarding applying such technique in practical scenarios; one of the limitations is the trade-off between wet and dry EEG electrodes. In this study, we proposed a novel moisture retention sponge electrode and an innovative differentiable power algorithm for developing SSVEP-based BCI applications. The test of impedance suggested that the sponge electrode exhibited lower impedance compared with metal electrodes, which is adequate when hair is present. The proposed algorithm also demonstrated better accuracy regarding SSVEP-based BCI application. Adopting both innovations could strengthen the feasibility of the real-world applications of BCI.
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