稳态视觉诱发电位刺激占空比的研究

John J. Wilson, R. Palaniappan
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引用次数: 1

摘要

脑机接口(BCI)是一种有用的设备,它允许使用思想直接控制外部设备,即大脑的电活动。脑机接口有几种模式,其中稳态视觉诱发电位(SSVEP)因其快速反应和准确性而最常用。SSVEP刺激通常通过在一定数量的帧或显示事件中改变目标的亮度来产生。传统上,基于SSVEP的BCI范式使用来自频域的幅度(幅度)信息,但最近,基于SSVEP的BCI范式开始利用相位信息来区分相似频率目标。本文将证明使用单帧调制刺激可能导致SSVEP的双峰分布,因为用户同时参与两个过渡边。这种不相干性虽然在传统的幅度域SSVEP bci中不太重要,但在考虑相位时变得至关重要。另一种包含50%占空比的调制技术也是一种流行的产生SSVEP刺激的方法,但由于用户被迫将注意力集中在单个过渡边上,因此具有单峰分布。本文证明,采用第二种方法可以显著提高基于鉴相SSVEP的BCI的信息传输速率。
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On the stimulus duty cycle in steady state visual evoked potential
Brain-computer interfaces (BCI) are useful devices that allow direct control of external devices using thoughts, i.e. brain's electrical activity. There are several BCI paradigms, of which steady state visual evoked potential (SSVEP) is the most commonly used due to its quick response and accuracy. SSVEP stimuli are typically generated by varying the luminance of a target for a set number of frames or display events. Conventionally, SSVEP based BCI paradigms use magnitude (amplitude) information from frequency domain but recently, SSVEP based BCI paradigms have begun to utilize phase information to discriminate between similar frequency targets. This paper will demonstrate that using a single frame to modulate a stimulus may lead to a bi-modal distribution of SSVEP as a consequence of a user attending both transition edges. This incoherence, while of less importance in traditional magnitude domain SSVEP BCIs becomes critical when phase is taken into account. An alternative modulation technique incorporating a 50% duty cycle is also a popular method for generating SSVEP stimuli but has a unimodal distribution due to user's forced attention to a single transition edge. This paper demonstrates that utilizing the second method results in significantly enhanced performance in information transfer rate in a phase discrimination SSVEP based BCI.
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