Detrended cross-correlation analysis of electroencephalogram

doi:10.1088/1674-1056/21/2/028703

Abstract In the paper we use detrended cross-correlation analysis (DCCA) to study the electroencephalograms of healthy young subjects and healthy old subjects. It is found that the cross-correlation between different leads of a healthy young subject is larger than that of a healthy old subject. It was shown that the cross-correlation relationship decreases with the aging process and the phenomenon can help to diagnose whether the subject's brain function is healthy or not.

Keywords: detrended cross-correlation analysis electroencephalogram brain function aging process

Received: 06 July 2011
Revised: 22 August 2011
Accepted manuscript online:

PACS:	87.85.-d	(Biomedical engineering)
	05.45.-a	(Nonlinear dynamics and chaos)

Fund: Project supported by the Science Foundation of Jiangsu Province of China (Grant No. BK2011759).

Corresponding Authors: Wang Jun,wangj@njupt.edu.cn
E-mail: wangj@njupt.edu.cn

Cite this article:

Wang Jun(王俊) and Zhao Da-Qing(赵大庆) Detrended cross-correlation analysis of electroencephalogram 2012 Chin. Phys. B 21 028703

[1]	Podobnik B and Stanley H E 2008 Phys. Rev. Lett. 100 084102
[2]	Zebende G F and Fiho A M 2009 Physica A 388 4863
[3]	Siqueira Jr E L, Stosic T, Bejan L and Stosic B 2010 Physica A 389 2739
[4]	Zhou W X 2008 Phys. Rev. E 77 066211
[5]	Hajian S and Movahed M S 2009 Physica A 389 4942
[6]	Shadkhoo S and Jafari G R 2009 Eur. Phys. J. B 72 679
[7]	Ning L J and Xu W 2009 Acta Phys. Sin. 58 2889 (in Chinese)
[8]	Fan L, Xia G Q and Wu Z M 2009 Acta Phys. Sin. 58 989 (in Chinese)
[9]	Xie W X, Xu W and Cai L 2007 Chin. Phys. 16 42
[10]	Liu L, Zhang L Y and Cao L 2009 Chin. Phys. B 18 4182
[11]	Chen L M, Cao L and Wu D J 2007 Chin. Phys. 16 123
[12]	Pei L J and Qiu B H 2010 Acta Phys. Sin. 59 164 (in Chinese)

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[2]	Analysis of a phase synchronized functional network based on the rhythm of brain activities Li Ling(李凌), Jin Zhen-Lan(金贞兰), and Li Bin(李斌) . Chin. Phys. B, 2011, 20(3): 038701.
[3]	Blind source separation of multichannel electroencephalogram based on wavelet transform and ICA You Rong-Yi (游荣义), Chen Zhong (陈忠). Chin. Phys. B, 2005, 14(11): 2176-2180.

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Detrended cross-correlation analysis of electroencephalogram

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