Brain Oscillatory Representations of Vibrotactile Parameters: An EEG Study

Xinrong Wang, Xinyue Fang, Xinyj Zheng, Xuemei Deng, Yong Li, Mei Wang
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引用次数: 1

Abstract

In the BCI community, haptic feedback allows us to interact with the world around us and, at the same time, perceive these interactions. For the development and maturation of neurophysiology related to haptic feedback, it is requisite to conduct more in-depth researches. To this end, we explored brain oscillatory representations of vibrotactile parameters. We utilized amplitude-modulated vibrotactile stimuli, which have four envelope frequency levels and four amplitude levels. Relevant brain oscillations in five frequency bands and ten channels were measured by noninvasive EEG technique, and they were represented in baseline-based power spectral density (PSD) forms. Results, expressed in interaction effect maps and P-value topographic maps mainly, showed that there were significant interaction effects among envelop frequency, amplitude, frequency band, and electrode position. In particular, when envelope frequency (Fe)= 40 Hz, from alpha band 1 to beta band 1, for all four amplitude levels, brain oscillations over the ipsilateral sensorimotor cortex decreased gradually. Additionally, a slight decrease of brain activation in the contralateral frontal regions was found in the two higher levels of amplitude. When amplitude (A)= 0.8 Grms, from alpha band 1 to beta band 1, for all four envelope frequency levels, brain oscillations over the bilateral sensorimotor cortex decreased gradually. In addition, a increase of brain oscillation in the frontal and parietal regions was found in the two higher envelope frequency levels. Results contribute to a deeper physiological understanding for physical vibrotactile parameters.
振动触觉参数的脑振荡表征:脑电图研究
在脑机接口社区,触觉反馈使我们能够与周围的世界互动,同时,感知这些互动。触觉反馈相关神经生理学的发展和成熟,需要进行更深入的研究。为此,我们探索了振动触觉参数的大脑振荡表征。我们利用调幅振动触觉刺激,它有四个包络频率水平和四个振幅水平。采用无创脑电图技术测量5个频带和10个通道的相关脑振荡,并以基于基线的功率谱密度(PSD)形式表示。结果主要以相互作用效果图和p值地形图表示,包络频率、幅值、频带和电极位置之间存在显著的相互作用效应。特别是,当包络频率(Fe)= 40 Hz时,从α带1到β带1,对于所有四个振幅水平,同侧感觉运动皮层的大脑振荡逐渐下降。此外,在两个较高的振幅水平中,发现对侧额叶区域的大脑活动略有减少。当振幅(A)= 0.8 Grms时,从α带1到β带1,在所有四个包膜频率水平上,双侧感觉运动皮层的脑振荡逐渐下降。此外,在两个较高的包络频率水平,发现额叶和顶叶区域的大脑振荡增加。研究结果有助于对物理振动触觉参数进行更深入的生理学理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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