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Nonlinear causality analysis of EEG signals evoked by manual acupuncture

机译:针刺诱发脑电信号的非线性因果关系分析

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Manual acupuncture (MA), as a mechanical action, can be equivalent to an external stimulus to the neural system. To explore the effect of MA on the information transformation of the brain, we design an experiment that acupuncture at Zusanli acupoint of right leg with four different frequencies to obtain electroencephalograph (EEG) signals. Neural system is a complex nonlinear dynamics system that possesses strong nonlinear characteristic, so we introduce nonlinear Granger causality method to investigate the effect of MA on the causality relationship between different brain regions. It is found that different MA has different effect on the causality relationship between different brain regions, and that acupuncture at right leg acupoint obviously affects the information transformation on contralateral hemisphere.
机译:手动针灸(MA)作为一种机械动作,可以等同于对神经系统的外部刺激。为了探索MA对大脑信息转化的影响,我们设计了一个实验,以四种不同的频率针刺右腿的足三里穴位,以获取脑电图(EEG)信号。神经系统是一个具有强大非线性特性的复杂非线性动力学系统,因此我们引入非线性格兰杰因果关系方法来研究MA对不同大脑区域之间因果关系的影响。发现不同的MA对不同大脑区域之间的因果关系有不同的影响,而右腿穴位的针刺显然会影响对侧半球的信息转换。

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