Title :
Nonlinear causality analysis of EEG signals evoked by manual acupuncture
Author :
Han, Chunxiao ; Wang, Jiang ; Che, Yanqiu ; Bian, Hongrui ; Deng, Bin ; Wei, Xile ; Li, Hongwei
Author_Institution :
Tianjin Key Lab. of Inf. Sensing & Intell. Control, Tianjin Univ. of Technol. & Educ., Tianjin, China
Abstract :
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.
Keywords :
causality; electroencephalography; large-scale systems; medical signal processing; neural nets; neurophysiology; nonlinear dynamical systems; EEG signals; Zusanli acupoint; brain information transformation; brain regions; causality relationship; complex nonlinear dynamics system; contralateral hemisphere; electroencephalograph signals; external stimulus; manual acupuncture; neural system; nonlinear Granger causality method; nonlinear causality analysis; nonlinear characteristic; right leg acupoint; Correlation; Education; Electrodes; Electroencephalography; Neuroscience; Synchronization; Time series analysis;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4577-0813-8
DOI :
10.1109/ICICIP.2011.6008439