SSVEP-BCI系统中视觉刺激元素的增强特征

Zhiyuan Li, Zhaozhe Zhou, Yiyan Wang, Jingze Tian, Wenjun Yang, Y. Niu
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引用次数: 0

摘要

SSVEP-BCI系统具有记录电极少、训练时间短、抗干扰能力强等优点。它广泛应用于脑机接口(BCI)领域。但是,该系统也存在识别效率低的缺点。它的刺激性界面也会给用户造成视觉疲劳。因此,本文针对SSVEP-BCI接口中刺激元素的优化,探讨了在相同刺激区域下,不同数量的辅助刺激粒子对系统识别效率和用户体验的影响。进行了相关的人体工程学实验和主观评价。人体工程学实验结果表明,辅助刺激粒子的数量对系统的识别效率有显著影响。当辅助刺激粒子数接近无穷大时,识别效率最高。主观评价结果表明,辅助刺激粒子数量的变化对系统界面可用性指标得分有显著影响,且数量无限时得分更高。本研究从设计工效学的角度,探讨了辅助刺激粒子数量对脑机接口系统效率和用户满意度的影响,研究结论对优化和规范脑机接口设计具有重要的指导意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancement Characteristics of Visual Stimulus Elements in SSVEP-BCI System
SSVEP-BCI system has the advantages of few recording electrodes, short training time, strong anti-interference ability, etc. It is widely used in the brain-computer interface (BCI) field. However, this system also has the disadvantage of low recognition efficiency. Its stimulation interface will also cause visual fatigue for the users. Therefore, aiming at the optimization of stimulus elements in the SSVEP-BCI interface, this paper explored the impact of different numbers of auxiliary stimulus particles on the system recognition efficiency and user experience under the same stimulus area. Relevant ergonomic experiments and subjective evaluations were conducted. Ergonomic experiment results show that the number of auxiliary stimulus particles has a significant impact on the recognition efficiency of the system. When the number of auxiliary stimulus particles approaches infinity, the recognition efficiency is the highest. The subjective evaluation results show that the change in the number of auxiliary stimulus particles has a significant impact on the system interface usability index score, and the score is higher when the number is infinite. From the perspective of design ergonomics, this study explored the impact of the number of auxiliary stimulus particles on the efficiency of the brain-computer interface system and user satisfaction, the research conclusions have important guiding significance for optimizing and standardizing the design of the brain-computer interface.
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