A Wavelet-Chaos Methodology for Analysis of EEGs and EEG Subbands to Detect Seizure and Epilepsy

作者: Hojjat Adeli , Samanwoy Ghosh-Dastidar , Nahid Dadmehr

DOI: 10.1109/TBME.2006.886855

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摘要: … In this paper, a wavelet-chaos methodology is presented for analysis of EEGs and EEG subbands for detection of seizure and epilepsy. It consists of three … science/physik/eegdata.html). …

参考文章(26)
Xiaomo Jiang, Hojjat Adeli, Fuzzy clustering approach for accurate embedding dimension identification in chaotic time series Computer-Aided Engineering. ,vol. 10, pp. 287- 302 ,(2003) , 10.3233/ICA-2003-10305
Fernando H. Lopes, Jan-Pieter Pijn, Wytse J. Wadman, Dynamics of local neuronal networks: control parameters and state bifurcations in epileptogenesis Progress in Brain Research. ,vol. 102, pp. 359- 370 ,(1994) , 10.1016/S0079-6123(08)60552-X
Garnett P. Williams, Chaos Theory Tamed ,(1997)
Liangyue Cao, Practical method for determining the minimum embedding dimension of a scalar time series Physica D: Nonlinear Phenomena. ,vol. 110, pp. 43- 50 ,(1997) , 10.1016/S0167-2789(97)00118-8
A. John Mallinckrodt, Robert C. Hilborn, Susan McKay, Susan Coppersmith, Chaos and Nonlinear Dynamics: An Introduction for Scientists and Engineers ,(1994)
Christian E. Elger, Klaus Lehnertz, Seizure prediction by non-linear time series analysis of brain electrical activity. European Journal of Neuroscience. ,vol. 10, pp. 786- 789 ,(1998) , 10.1046/J.1460-9568.1998.00090.X
L.M. Hively, P.C. Gailey, V.A. Protopopescu, Detecting dynamical change in nonlinear time series Physics Letters A. ,vol. 258, pp. 103- 114 ,(1999) , 10.1016/S0375-9601(99)00342-4
Leonidas D. Iasemidis, Larry D. Olson, Robert S. Savit, J.Chris Sackellares, Time dependencies in the occurrences of epileptic seizures Epilepsy Research. ,vol. 17, pp. 81- 94 ,(1994) , 10.1016/0920-1211(94)90081-7
Ralph G. Andrzejak, Klaus Lehnertz, Florian Mormann, Christoph Rieke, Peter David, Christian E. Elger, Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: dependence on recording region and brain state. Physical Review E. ,vol. 64, pp. 061907- 061907 ,(2001) , 10.1103/PHYSREVE.64.061907
Ingrid Daubechies, Ten Lectures on Wavelets ,(1992)