Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX, 78712, USA.
Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, 78712, USA.
Biosens Bioelectron. 2022 Dec 15;218:114756. doi: 10.1016/j.bios.2022.114756. Epub 2022 Sep 28.
To date, brain-computer interfaces (BCIs) have proved to play a key role in many medical applications, for example, the rehabilitation of stroke patients. For post-stroke rehabilitation, the BCIs require the EEG electrodes to precisely translate the brain signals of patients into intended movements of the paralyzed limb for months. However, the gold standard silver/silver-chloride electrodes cannot satisfy the requirements for long-term stability and preparation-free recording capability in wearable EEG devices, thus limiting the versatility of EEG in wearable BCI applications over time outside the rehabilitation center. Here, we design a long-term stable and low electrode-skin interfacial impedance conductive polymer-hydrogel EEG electrode that maintains a lower impedance value than gel-based electrodes for 29 days. With this technology, EEG-based long-term and wearable BCIs could be realized in the near future. To demonstrate this, our designed electrode is applied for a wireless single-channel EEG device that detects changes in alpha rhythms in eye-open/eye-close conditions. In addition, we validate that the designed electrodes could capture oscillatory rhythms in motor imagery protocols as well as low-frequency time-locked event-related potentials from healthy subjects, with similar or better performance than gel-based electrodes. Finally, we demonstrate the use of the designed electrode in online BCI-based functional electrical stimulation, which could be used for post-stroke rehabilitation.
迄今为止,脑机接口(BCI)已被证明在许多医学应用中发挥着关键作用,例如中风患者的康复。对于中风后的康复,BCI 需要 EEG 电极将患者的脑信号精确地转换为瘫痪肢体的预期运动,这一过程需要持续数月。然而,金标准的银/氯化银电极无法满足可穿戴 EEG 设备对长期稳定性和无需准备即可进行记录的要求,从而限制了 EEG 在可穿戴 BCI 应用中的多功能性,使其无法在康复中心之外的时间里长期使用。在这里,我们设计了一种长期稳定且电极-皮肤界面阻抗低的导电聚合物水凝胶 EEG 电极,其阻抗值比基于凝胶的电极低 29 天。有了这项技术,基于 EEG 的长期可穿戴 BCI 可能在不久的将来成为现实。为了证明这一点,我们设计的电极应用于一种无线单通道 EEG 设备,用于检测睁眼/闭眼状态下 alpha 节律的变化。此外,我们验证了设计的电极可以捕捉运动想象协议中的振荡节律以及健康受试者的低频时间锁定事件相关电位,其性能与基于凝胶的电极相似或更好。最后,我们展示了设计电极在基于在线 BCI 的功能性电刺激中的应用,该应用可用于中风后的康复。