Detrended Cross-Correlation Analysis of Epilepsy Electroencephalagram Signals

Jun Chang Zhao; Wan Hu  Dou; Hong Da  Ji; Jun Wang

doi:10.4028/www.scientific.net/AMR.765-767.2664

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 765-767Detrended Cross-Correlation Analysis of Epilepsy...

Detrended Cross-Correlation Analysis of Epilepsy Electroencephalagram Signals

Abstract:

The cross-correlation performance between epilepsy electroencephalogram (EEG) signals reflects the status of epilepsy patients which has importance for analyzing long-range correlation of non-stationary signals. For the first time, detrended cross-correlation analysis (DCCA) was applied to analyze different physiological and pathological states of epilepsy EEG signals. It were compared the difference of DCCA values between epilepsy patients EEG signals and normal subjects EEG signals. It was found that the DCCA values of epilepsy patients EEG signals increased compared the normal subjects EEG signals which can be helpful for medical diagnosis and treatment.

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Periodical:

Advanced Materials Research (Volumes 765-767)

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2664-2667

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.765-767.2664

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Online since:

September 2013

Authors:

Jun Chang Zhao, Wan Hu Dou, Hong Da Ji, Jun Wang

Keywords:

Detrended Cross-Correlation Analysis, Electroencephalagram, Epilepsy

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References

[1] M. Campillo, A. Paul, Long-range correlations in the diffuse seismic coda, Science, 299 (2003) 547-549.

DOI: 10.1126/science.1078551

Google Scholar

[2] L. Laloux, P. Cizeau, J. -P. Bouchaud, M. Potters, Phys. Rev. Lett. 83 (1999) 1467-1470.

DOI: 10.1103/physrevlett.83.1467

Google Scholar

[3] P. Samuelsson, E.V. Sukhorukov, M. Buttiker, Orbital entanglement and violation of bell inequalities in mesoscopic conductors, Phys. Rev. Lett. 91(2003) 157002.

DOI: 10.1103/physrevlett.91.157002

Google Scholar

[4] B. Podobnik, H.E. Stanley. Detrended cross-correlation analysis: A new method for analyzing two nonstationary time series, Phys. Rev. Lett. 100 (2008) 084102.

DOI: 10.1103/physrevlett.100.084102

Google Scholar

[5] W. -X. Zhou. Multifractal detrended cross-correlation analysis for two nonstationary signals. Phys. Rev. E 77 (2008) 066211.

DOI: 10.1103/physreve.77.066211

Google Scholar

[6] P. -A. Absil, R. Sepulchre, A. Bilge, P. Gerard, Nonlinear analysis of cardiac rhythm fluctuations using DFA method , Physica A 272 (1999) 235-24.

DOI: 10.1016/s0378-4371(99)00295-2

Google Scholar