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Temporal and Spatial Parameters Dynamics of SSVEP During Long-Term Low-Frequency LED-Stimulation: Pilot Study

机译:长期低频LED刺激期间SSVEP的时间和空间参数动态:试点研究

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Brain-computer interface technology is becoming increasingly common. However, there is a problem of stability of such systems during long-term use. The most stable highspeed interfaces include steady-state visual evoked potential interfaces. However, despite the relative stability of the interfaces, they are affected by the habituation effect and, on the other hand, by the steady-state visual evoked potentials amplification. This study proposes to evaluate the steady-state visual evoked potentials amplitude dynamics during prolonged stimulation with a flash pattern of 50 s or 100 s with frequencies of 9, 11, 13, and 15 Hz on healthy subjects. Based on the results obtained, it was concluded that there was no pronounced enhancement or suppression of steady-state visual evoked potentials relative to the alpha-rhythm over time. However, the graphs in the time-frequency area shows the steady-state visual evoked potentials amplitude bursts at short intervals of time. Topographic maps of the steady-state visual evoked potentials distribution on the scalp surface show the activity occurring in the parietal and central regions at different times. The application of the steady-state visual evoked potentials sources spatial separation method using common spatial pattern filtering is also demonstrated.
机译:脑电脑界面技术越来越普遍。然而,在长期使用期间存在这种系统的稳定性问题。最稳定的高速接口包括稳态视觉诱发电位接口。然而,尽管接口的相对稳定性,但它们受到习惯效应的影响,另一方面,通过稳态视觉诱发电位扩增。本研究建议在长期刺激期间评估稳态视觉诱发电位幅度动态,闪光模式为50秒或100秒,频率为9,11,13和15 Hz。基于所得的结果,得出结论,随着时间的推移,没有明显的增强或抑制稳态视觉诱发电位。然而,时频区域中的图表显示了短时间间隔的稳态视觉诱发电位幅度突发。头皮表面上稳态视觉诱发电位分布的地形图显示了在不同时间的顶节和中心地区发生的活动。还证明了使用公共空间模式滤波的稳态视觉诱发电位源空间分离方法的应用。

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