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调制指数对调频稳态视觉诱发电位的影响。

The Influence of the Modulation Index on Frequency-Modulated Steady-State Visual Evoked Potentials.

作者信息

Dreyer Alexander M, Heikkinen Benjamin L A, Herrmann Christoph S

机构信息

Applied Neurocognitive Psychology Lab, Department of Psychology, European Medical School, Carl von Ossietzky University, Oldenburg, Germany.

Experimental Psychology Lab, Department of Psychology, European Medical School, Cluster for Excellence "Hearing for All", Carl von Ossietzky University, Oldenburg, Germany.

出版信息

Front Hum Neurosci. 2022 Mar 10;16:859519. doi: 10.3389/fnhum.2022.859519. eCollection 2022.

DOI:10.3389/fnhum.2022.859519
PMID:35355586
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8959979/
Abstract

Based on increased user experience during stimulation, frequency-modulated steady-state visual evoked potentials (FM-SSVEPs) have been suggested as an improved stimulation method for brain-computer interfaces. Adapting such a novel stimulation paradigm requires in-depth analyses of all different stimulation parameters and their influence on brain responses as well as the user experience during the stimulation. In the current manuscript, we assess the influence of different values for the modulation index, which determine the spectral distribution in the stimulation signal on FM-SSVEPs. We visually stimulated 14 participants at different target frequencies with four different values for the modulation index. Our results reveal that changing the modulation index in a way that elevates the stimulation power in the targeted sideband leads to increased FM-SSVEP responses. There is, however, a tradeoff with user experience as increased modulation indices also lead to increased perceived flicker intensity as well as decreased stimulation comfort in our participants. Our results can guide the choice of parameters in future FM-SSVEP implementations.

摘要

基于刺激过程中增强的用户体验,调频稳态视觉诱发电位(FM - SSVEPs)已被提议作为脑机接口的一种改进刺激方法。采用这种新型刺激范式需要深入分析所有不同的刺激参数及其对大脑反应的影响,以及刺激过程中的用户体验。在当前的手稿中,我们评估了调制指数的不同值对FM - SSVEPs的影响,调制指数决定了刺激信号中的频谱分布。我们用四种不同的调制指数值,在不同的目标频率下对14名参与者进行视觉刺激。我们的结果表明,以提高目标边带中刺激功率的方式改变调制指数会导致FM - SSVEP反应增强。然而,这与用户体验存在权衡,因为调制指数的增加也会导致我们的参与者感觉到的闪烁强度增加以及刺激舒适度降低。我们的结果可以为未来FM - SSVEP实施中的参数选择提供指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4b8/8959979/a4b6ee33f9fe/fnhum-16-859519-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4b8/8959979/e843d29e905f/fnhum-16-859519-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4b8/8959979/a4b6ee33f9fe/fnhum-16-859519-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4b8/8959979/e843d29e905f/fnhum-16-859519-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4b8/8959979/a4b6ee33f9fe/fnhum-16-859519-g002.jpg

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本文引用的文献

1
Brain Oscillation Entrainment by Perceptible and Non-perceptible Rhythmic Light Stimulation.可感知和不可感知的节律性光刺激对脑振荡的同步化作用
Front Neuroergon. 2021 Apr 14;2:646225. doi: 10.3389/fnrgo.2021.646225. eCollection 2021.
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A Hybrid Brain-Computer Interface Based on Visual Evoked Potential and Pupillary Response.一种基于视觉诱发电位和瞳孔反应的混合脑机接口。
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Tradeoff between User Experience and BCI Classification Accuracy with Frequency Modulated Steady-State Visual Evoked Potentials.
基于调频稳态视觉诱发电位的用户体验与脑机接口分类准确率之间的权衡
Front Hum Neurosci. 2017 Jul 26;11:391. doi: 10.3389/fnhum.2017.00391. eCollection 2017.
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Modification of Brain Oscillations via Rhythmic Light Stimulation Provides Evidence for Entrainment but Not for Superposition of Event-Related Responses.通过节律性光刺激对脑振荡进行调节为事件相关反应的同步化而非叠加提供了证据。
Front Hum Neurosci. 2016 Feb 3;10:10. doi: 10.3389/fnhum.2016.00010. eCollection 2016.
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Use of high-frequency visual stimuli above the critical flicker frequency in a SSVEP-based BMI.在基于稳态视觉诱发电位的脑机接口中使用高于临界闪烁频率的高频视觉刺激。
Clin Neurophysiol. 2015 Oct;126(10):1972-8. doi: 10.1016/j.clinph.2014.12.010. Epub 2014 Dec 23.
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Frequency-modulated steady-state visual evoked potentials: a new stimulation method for brain-computer interfaces.调频稳态视觉诱发电位:一种用于脑机接口的新刺激方法。
J Neurosci Methods. 2015 Feb 15;241:1-9. doi: 10.1016/j.jneumeth.2014.12.004. Epub 2014 Dec 15.
8
Objective evaluation of fatigue by EEG spectral analysis in steady-state visual evoked potential-based brain-computer interfaces.基于稳态视觉诱发电位的脑-机接口中 EEG 频谱分析的疲劳客观评估。
Biomed Eng Online. 2014 Mar 12;13(1):28. doi: 10.1186/1475-925X-13-28.
9
An amplitude-modulated visual stimulation for reducing eye fatigue in SSVEP-based brain-computer interfaces.一种用于减少基于 SSVEP 的脑机接口中眼疲劳的调制幅度视觉刺激。
Clin Neurophysiol. 2014 Jul;125(7):1380-91. doi: 10.1016/j.clinph.2013.11.016. Epub 2013 Dec 1.
10
On the quantification of SSVEP frequency responses in human EEG in realistic BCI conditions.在现实 BCI 条件下对人类 EEG 中的 SSVEP 频率响应进行量化。
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