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A Dynamic Selection Method for Reference Electrode in SSVEP-Based BCI

机译:基于SSVEP的BCI中参考电极的动态选择方法

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摘要

In SSVEP-based Brain-Computer Interface (BCI), it is very important to get an evoked EEG with a high signal to noise ratio (SNR). The SNR of SSVEP is fundamentally related to the characteristics of stimulus, such as its intensity and frequency, and it is also related to both the reference electrode and the active electrode. In the past, with SSVEP-based BCI, often the potential at ‘Cz’, the average potential at all electrodes or the average mastoid potential, were statically selected as the reference. In conjunction, a certain electrode in the occipital area was statically selected as the active electrode for all stimuli. This work proposed a dynamic selection method for the reference electrode, in which all electrodes can be looked upon as active electrodes, while an electrode which can result in the maximum sum relative-power of a specific frequency SSVEP can be confirmed dynamically and considered as the optimum reference electrode for that specific frequency stimulus. Comparing this dynamic selection method with previous methods, in which ‘Cz’, the average potential at all electrodes or the average mastoid potential were selected as the reference electrode, it is demonstrated that the SNR of SSVEP is improved significantly as is the accuracy of SSVEP detection.
机译:在基于SSVEP的脑机接口(BCI)中,获得具有高信噪比(SNR)的诱发性EEG非常重要。 SSVEP的SNR基本上与刺激的强度和频率等特性有关,并且还与参比电极和有源电极有关。过去,使用基于SSVEP的BCI,通常会静态选择“ Cz”电位,所有电极的平均电位或乳突平均电位。结合地,在枕骨区域中的某个电极被静态地选择作为所有刺激的有源电极。这项工作提出了一种参比电极的动态选择方法,该方法可以将所有电极视为有源电极,而可以动态确定可以导致特定频率SSVEP的最大总相对功率的电极,并将其视为参考电极。针对特定频率刺激的最佳参考电极。将这种动态选择方法与以前的方法(其中选择“ Cz”,所有电极的平均电势或乳突平均电势作为参考电极)进行比较,证明了SSVEP的SNR和SSVEP的精度都得到了显着提高检测。

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    Zhenghua Wu; Sheng Su;

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  • 年(卷),期 -1(9),8
  • 年度 -1
  • 页码 e104248
  • 总页数 12
  • 原文格式 PDF
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