Brain-computer interface based on the high-frequency steady-state visual evoked potential

Wang Yijun, W. Ruiping, G. Xiaorong, G. Shangkai
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引用次数: 91

Abstract

Low-frequency steady-state visual evoked potentials (SSVEPs) are used as the input signal in the present SSVEP-based brain-computer interface (BCI). This prototype system has a high information transfer rate. On the other hand, it has some limitations including visual fatigue, false positive, and some possibility of causing a seizure. These drawbacks can be largely eliminated when using high-frequency stimulations. In this paper, we study the amplitude versus stimulation frequency response of SSVEPs. The signal-to-noise ratio versus frequency curve suggests that the high-frequency SSVEP (>20Hz) could help to construct a practical BCI system.
基于高频稳态视觉诱发电位的脑机接口
基于低频稳态视觉诱发电位(ssvep)的脑机接口(BCI)采用低频稳态视觉诱发电位作为输入信号。该原型系统具有较高的信息传输率。另一方面,它也有一些局限性,包括视觉疲劳,假阳性,以及引起癫痫发作的可能性。当使用高频刺激时,这些缺点可以在很大程度上消除。在本文中,我们研究了ssvep的振幅与刺激频率响应。信噪比与频率曲线表明,高频SSVEP (> ~ 20Hz)可以帮助构建一个实用的脑机接口系统。
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