Ahn Sangtae, Kim Kiwoong, Jun Sung Chan
School of Information and Communications, Gwangju Institute of Science and Technology Gwangju, South Korea.
Center for Biosignals, Korea Research Institute of Standards and ScienceDaejeon, South Korea; Department of Medical Physics, University of Science and TechnologyDaejeon, South Korea.
Front Hum Neurosci. 2016 Jan 14;9:716. doi: 10.3389/fnhum.2015.00716. eCollection 2015.
Brain-computer interface (BCI) performance has achieved continued improvement over recent decades, and sensorimotor rhythm-based BCIs that use motor function have been popular subjects of investigation. However, it remains problematic to introduce them to the public market because of their low reliability. As an alternative resolution to this issue, visual-based BCIs that use P300 or steady-state visually evoked potentials (SSVEPs) seem promising; however, the inherent visual fatigue that occurs with these BCIs may be unavoidable. For these reasons, steady-state somatosensory evoked potential (SSSEP) BCIs, which are based on tactile selective attention, have gained increasing attention recently. These may reduce the fatigue induced by visual attention and overcome the low reliability of motor activity. In this literature survey, recent findings on SSSEP and its methodological uses in BCI are reviewed. Further, existing limitations of SSSEP BCI and potential future directions for the technique are discussed.
在最近几十年里,脑机接口(BCI)的性能持续提升,基于感觉运动节律且利用运动功能的脑机接口一直是热门的研究对象。然而,由于其可靠性较低,将它们引入大众市场仍然存在问题。作为解决这一问题的替代方案,利用P300或稳态视觉诱发电位(SSVEP)的基于视觉的脑机接口似乎很有前景;然而,这些脑机接口所产生的内在视觉疲劳可能是不可避免的。基于这些原因,基于触觉选择性注意的稳态体感诱发电位(SSSEP)脑机接口最近受到了越来越多的关注。这些脑机接口可能会减少视觉注意引起的疲劳,并克服运动活动可靠性低的问题。在这篇文献综述中,回顾了关于SSSEP及其在脑机接口中的方法学应用的最新研究结果。此外,还讨论了SSSEP脑机接口的现有局限性以及该技术未来可能的发展方向。