Decoding the coupling between the brain and skin reactions in auditory stimulation by information-based analysis of EEG and GSR signals

被引:10
|
作者
Pakniyat, Najmeh [1 ]
Namazi, Hamidreza [1 ]
机构
[1] Monash Univ, Sch Engn, Subang Jaya, Selangor, Malaysia
关键词
Skin; brain; EEG signals; GSR signals; Shannon entropy; information; correlation; MODEL;
D O I
10.3233/THC-213052
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
BACKGROUND: The analysis of brain activity in different conditions is an important research area in neuroscience. OBJECTIVE: This paper analyzed the correlation between the brain and skin activities in rest and stimulations by information-based analysis of electroencephalogram (EEG) and galvanic skin resistance (GSR) signals. METHODS: We recorded EEG and GSR signals of eleven subjects during rest and auditory stimulations using three pieces of music that were differentiated based on their complexity. Then, we calculated the Shannon entropy of these signals to quantify their information contents. RESULTS: The results showed that music with greater complexity has a more significant effect on altering the information contents of EEG and GSR signals. We also found a strong correlation (r = 0.9682) among the variations of the information contents of EEG and GSR signals. Therefore, the activities of the skin and brain are correlated in different conditions. CONCLUSION: This analysis technique can be utilized to evaluate the correlation among the activities of various organs versus brain activity in different conditions.
引用
收藏
页码:623 / 632
页数:10
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