Beveridge R, Wilson S, Coyle D
Intelligent Systems Research Centre, Ulster University, Derry, Northern Ireland, United Kingdom.
Intelligent Systems Research Centre, Ulster University, Derry, Northern Ireland, United Kingdom.
Prog Brain Res. 2016;228:329-53. doi: 10.1016/bs.pbr.2016.06.006. Epub 2016 Jul 12.
A brain-computer interface (BCI) offers movement-free control of a computer application and is achieved by reading and translating the cortical activity of the brain into semantic control signals. Motion-onset visual evoked potentials (mVEP) are neural potentials employed in BCIs and occur when motion-related stimuli are attended visually. mVEP dynamics are correlated with the position and timing of the moving stimuli. To investigate the feasibility of utilizing the mVEP paradigm with video games of various graphical complexities including those of commercial quality, we conducted three studies over four separate sessions comparing the performance of classifying five mVEP responses with variations in graphical complexity and style, in-game distractions, and display parameters surrounding mVEP stimuli. To investigate the feasibility of utilizing contemporary presentation modalities in neurogaming, one of the studies compared mVEP classification performance when stimuli were presented using the oculus rift virtual reality headset. Results from 31 independent subjects were analyzed offline. The results show classification performances ranging up to 90% with variations in conditions in graphical complexity having limited effect on mVEP performance; thus, demonstrating the feasibility of using the mVEP paradigm within BCI-based neurogaming.
脑机接口(BCI)可实现对计算机应用的无动作控制,其通过读取大脑皮层活动并将其转换为语义控制信号来达成。运动起始视觉诱发电位(mVEP)是BCI中使用的神经电位,当视觉上关注与运动相关的刺激时就会出现。mVEP动态与移动刺激的位置和时间相关。为了研究在包括商业品质在内的各种图形复杂度的电子游戏中使用mVEP范式的可行性,我们在四个不同的时间段进行了三项研究,比较了对五种mVEP反应进行分类时在图形复杂度和风格、游戏内干扰以及mVEP刺激周围显示参数方面的变化所带来的表现。为了研究在神经游戏中使用当代呈现方式的可行性,其中一项研究比较了使用Oculus Rift虚拟现实头戴式设备呈现刺激时的mVEP分类表现。对31名独立受试者的结果进行了离线分析。结果表明,分类表现高达90%,图形复杂度条件的变化对mVEP表现的影响有限;因此,证明了在基于BCI的神经游戏中使用mVEP范式的可行性。