Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: dependence on recording region and brain state.
作者： Ralph G. Andrzejak , Klaus Lehnertz , Florian Mormann , Christoph Rieke , Peter David
DOI: 10.1103/PHYSREVE.64.061907
关键词:
摘要: We compare dynamical properties of brain electrical activity from different recording regions and from different physiological and pathological brain states. Using the nonlinear prediction error and an estimate of an effective correlation dimension in combination with the method of iterative amplitude adjusted surrogate data, we analyze sets of electroencephalographic (EEG) time series: surface EEG recordings from healthy volunteers with eyes closed and eyes open, and intracranial EEG recordings from epilepsy patients during the seizure free …
harvard.edu
sci-hub.se 参考文章(49)
L.D. Iasemidis, P. Pardalos, J.C. Sackellares, D.-S. Shiau, Quadratic Binary Programming and Dynamical System Approach to Determine the Predictability of Epileptic Seizures Journal of Combinatorial Optimization. ,vol. 5, pp. 9- 26 ,(2001) , 10.1023/A:1009877331765
Jaeseung Jeong, Moo Seong Kim, Soo Yong Kim, Test for low-dimensional determinism in electroencephalograms. Physical Review E. ,vol. 60, pp. 831- 837 ,(1999) , 10.1103/PHYSREVE.60.831
K. Lehnertz, C.E. Elger, Spatio-temporal dynamics of the primary epileptogenic area in temporal lobe epilepsy characterized by neuronal complexity loss Electroencephalography and Clinical Neurophysiology. ,vol. 95, pp. 108- 117 ,(1995) , 10.1016/0013-4694(95)00071-6
Leonidas D. Iasemidis, J. Chris Sackellares, Hitten P. Zaveri, William J. Williams, Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures. Brain Topography. ,vol. 2, pp. 187- 201 ,(1990) , 10.1007/BF01140588
Hongkui Jing, Morikuni Takigawa, Topographic analysis of dimension estimates of EEG and filtered rhythms in epileptic patients with complex partial seizures. Biological Cybernetics. ,vol. 83, pp. 391- 397 ,(2000) , 10.1007/S004220000183
Jan Pieter M. Pijn, Demetrios N. Velis, Marcel J. van der Heyden, Jaap DeGoede, Cees W. M. van Veelen, Fernando H. Lopes da Silva, Nonlinear dynamics of epileptic seizures on basis of intracranial EEG recordings Brain Topography. ,vol. 9, pp. 249- 270 ,(1997) , 10.1007/BF01464480
D. Kugiumtzis, Test your surrogate data before you test for nonlinearity Physical Review E. ,vol. 60, pp. 2808- 2816 ,(1999) , 10.1103/PHYSREVE.60.2808
B. Jelles, J.H. van Birgelen, J.P.J. Slaets, R.E.M. Hekster, E.J. Jonkman, C.J. Stam, Decrease of non-linear structure in the EEG of Alzheimer patients compared to healthy controls. Clinical Neurophysiology. ,vol. 110, pp. 1159- 1167 ,(1999) , 10.1016/S1388-2457(99)00013-9
Paul E. Rapp, Theodore R. Bashore, Jacques M. Martinerie, A. M. Albano, I. D. Zimmerman, Alistair I. Mees, Dynamics of brain electrical activity. Brain Topography. ,vol. 2, pp. 99- 118 ,(1989) , 10.1007/BF01128848
A. Babloyantz, A. Destexhe, Low-dimensional chaos in an instance of epilepsy. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 83, pp. 3513- 3517 ,(1986) , 10.1073/PNAS.83.10.3513