Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15237, USA.
Department of Biomedical Engineering, Boston University, Boston, MA, 02215, USA.
Nat Commun. 2024 Jun 11;15(1):4382. doi: 10.1038/s41467-024-48576-8.
A brain-computer interface (BCI) enables users to control devices with their minds. Despite advancements, non-invasive BCIs still exhibit high error rates, prompting investigation into the potential reduction through concurrent targeted neuromodulation. Transcranial focused ultrasound (tFUS) is an emerging non-invasive neuromodulation technology with high spatiotemporal precision. This study examines whether tFUS neuromodulation can improve BCI outcomes, and explores the underlying mechanism of action using high-density electroencephalography (EEG) source imaging (ESI). As a result, V5-targeted tFUS significantly reduced the error in a BCI speller task. Source analyses revealed a significantly increase in theta and alpha activities in the tFUS condition at both V5 and downstream in the dorsal visual processing pathway. Correlation analysis indicated that the connection within the dorsal processing pathway was preserved during tFUS stimulation, while the ventral connection was weakened. These findings suggest that V5-targeted tFUS enhances feature-based attention to visual motion.
脑机接口(BCI)使使用者能够用意念控制设备。尽管已经取得了进展,但非侵入性 BCI 仍存在较高的错误率,这促使人们研究通过同时进行靶向神经调节来降低错误率。经颅聚焦超声(tFUS)是一种新兴的、具有高时空精度的非侵入性神经调节技术。本研究探讨了 tFUS 神经调节是否可以改善 BCI 结果,并使用高密度脑电图(EEG)源成像(ESI)来探索其作用机制。结果表明,V5 靶向 tFUS 显著降低了 BCI 拼写器任务的错误率。源分析显示,在 tFUS 条件下,V5 及其下游的背侧视觉处理通路中的θ和α活动显著增加。相关分析表明,在 tFUS 刺激期间,背侧处理通路内部的连接得到了保留,而腹侧连接则减弱了。这些发现表明,V5 靶向 tFUS 增强了对视觉运动的基于特征的注意力。