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物理学报  2013 

Modified symbolic relative entropy based electroencephalogram time irreversibility analysis
基于改进的符号相对熵的脑电信号时间不可逆性研究

Keywords: symbolic relative entropy,average engergy dissipation,EEG,time reversal asymmetry
符号相对熵
,平均能量耗散,脑电信号,时间不可逆性

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Abstract:

In this letter, we show that the trajectory of electroencephalogram (EEG) possesses the character of time reversal asymmetry, which can provide information about the entropy production of EEG. We develop a kind of new method to estimate symbolic relative entropy and entropy production using forward and backward trajectories. Finally, we use this method to dispose and analyse the EEGs of younger and elder people, and is turned out that this method works and the average energy dissipation can be used as a parameter to detect nonequilibrium.

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