基于ssvep的脑机接口耳电极优化。

IF 3.7 3区 医学 Q2 ENGINEERING, BIOMEDICAL
Huiqing Zhao, Li Zheng, Miao Yuan, Yijun Wang, Xiaorong Gao, Ruping Liu, Weihua Pei
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引用次数: 0

摘要

目标。当前的耳电极通常需要复杂的放置或较长的刺激持续时间来实现良好的稳态视觉诱发电位(SSVEP)检测。为了提高基于耳电极的脑机接口(SSVEP-BCI)系统的实用性,我们开发了一种易于放置的高性能耳电极。方法:开发了基于水凝胶的一次性和可更换半干电极,以改善接触阻抗和磨损感。通过对志愿者的评估,优化了耳周应用SSVEP-BCI的最佳电极组合,并与枕部电极的性能进行了比较。主要的结果。所研制的耳用水凝胶电极可以实现与湿电极相近的阻抗。耳电极组的三种组合在SSVEP-BCI应用中显示出较高的信息传输率(ITR)和准确性。根据综合评价和在线会话BCI表现的评分,耳后电极是耳区记录SSVEP的最佳电极组合。平均制备时间最短,平均阻抗最低。基于耳后电极的SSVEP-BCI系统的ITR可达37.5±18 bit min-1。与其他研究的5 s或10 s相比,刺激持续时间低至3 s。意义:通过引入半干式耳电极,优化耳电极的位置和组合,可以提高准确度、ITR和磨损感。通过在性能和便利性之间提供更好的权衡,基于耳电极的SSVEP-BCI有望在日常生活中使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of ear electrodes for SSVEP-based BCI.

Objective.Current ear electrodes often require complex placing or long stimulation durations to achieve good detection of steady-state visual evoked potential (SSVEP). To improve the practicability of ear electrode-based SSVEP-BCI (brain-computer interface) system, we developed a high-performance ear electrode that can be easily placed.Approach.Hydrogel based disposable and replaceable semi-dry electrodes are developed to improve the contact impedance and wear feeling. The best combination of electrodes for SSVEP-BCI application around the ear is optimized by assessing the electrode on volunteers, and the performance of the electrode was compared with that of the occipital electrode.Main results.The developed ear hydrogel electrode can achieve an impedance close to that of the wet electrode. Three combinations of ear electrode groups demonstrate high information transfer rate (ITR) and accuracy in SSVEP-BCI applications. According to the rating of the comprehensive assessment and BCI performance in the online session, the behind-aural electrode is the best electrode combination for recording SSVEP in the ear region. The average preparation time is the shortest, and the average impedance is the lowest. The ITR of the behind-aural electrode based SSVEP-BCI system can reach 37.5 ± 18 bits min-1. The stimulus duration was as low as 3 s compared to 5 s or 10 s in other studies.Significance.The accuracy, ITR, and wear feeling can be improved by introducing a semi-dry ear electrode and optimizing the position and the combination of ear electrode. By providing a better trade-off between performance and convenience, the ear electrode-based SSVEP-BCI promises to be used in daily life.

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来源期刊
Journal of neural engineering
Journal of neural engineering 工程技术-工程:生物医学
CiteScore
7.80
自引率
12.50%
发文量
319
审稿时长
4.2 months
期刊介绍: The goal of Journal of Neural Engineering (JNE) is to act as a forum for the interdisciplinary field of neural engineering where neuroscientists, neurobiologists and engineers can publish their work in one periodical that bridges the gap between neuroscience and engineering. The journal publishes articles in the field of neural engineering at the molecular, cellular and systems levels. The scope of the journal encompasses experimental, computational, theoretical, clinical and applied aspects of: Innovative neurotechnology; Brain-machine (computer) interface; Neural interfacing; Bioelectronic medicines; Neuromodulation; Neural prostheses; Neural control; Neuro-rehabilitation; Neurorobotics; Optical neural engineering; Neural circuits: artificial & biological; Neuromorphic engineering; Neural tissue regeneration; Neural signal processing; Theoretical and computational neuroscience; Systems neuroscience; Translational neuroscience; Neuroimaging.
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