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Epilepsy and nonlinear dynamics.
J Biol Phys. 2008 Aug;34(3-4):253-66. doi: 10.1007/s10867-008-9090-3. Epub 2008 Jul 9.
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Nonlinear dynamics of seizure prediction in a rodent model of epilepsy.
Nonlinear Dynamics Psychol Life Sci. 2010 Oct;14(4):411-34.
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Quantitative complexity analysis in multi-channel intracranial EEG recordings form epilepsy brains.
J Comb Optim. 2008 Apr;15(3):276-286. doi: 10.1007/s10878-007-9118-9.
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Spatio-temporal dynamics prior to neocortical seizures: amplitude versus phase couplings.
IEEE Trans Biomed Eng. 2003 May;50(5):571-83. doi: 10.1109/TBME.2003.810696.
7
Improved spatial characterization of the epileptic brain by focusing on nonlinearity.
Epilepsy Res. 2006 Apr;69(1):30-44. doi: 10.1016/j.eplepsyres.2005.12.004. Epub 2006 Feb 28.
9
EEG nonstationarity during intracranially recorded seizures: statistical and dynamical analysis.
Clin Neurophysiol. 2005 Aug;116(8):1796-807. doi: 10.1016/j.clinph.2005.04.013.
10
Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings.
Neuroreport. 1999 Jul 13;10(10):2149-55. doi: 10.1097/00001756-199907130-00028.

引用本文的文献

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Automatic detection and prediction of epileptic EEG signals based on nonlinear dynamics and deep learning: a review.
Front Neurosci. 2025 Aug 18;19:1630664. doi: 10.3389/fnins.2025.1630664. eCollection 2025.
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Neural mass modeling reveals that hyperexcitability underpins slow-wave sleep changes in children with epilepsy.
Epilepsia. 2025 May;66(5):1652-1664. doi: 10.1111/epi.18293. Epub 2025 Feb 7.
4
Multi-perspective characterization of seizure prediction based on microstate analysis.
Front Neurosci. 2024 Nov 19;18:1474782. doi: 10.3389/fnins.2024.1474782. eCollection 2024.
6
Prediction of Seizure Recurrence. A Note of Caution.
Front Neurol. 2021 May 13;12:675728. doi: 10.3389/fneur.2021.675728. eCollection 2021.
7
Nonlinear System Identification of Neural Systems from Neurophysiological Signals.
Neuroscience. 2021 Mar 15;458:213-228. doi: 10.1016/j.neuroscience.2020.12.001. Epub 2020 Dec 11.
8
Altered Functional Connectivity after Epileptic Seizure Revealed by Scalp EEG.
Neural Plast. 2020 Nov 24;2020:8851415. doi: 10.1155/2020/8851415. eCollection 2020.
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An Epilepsy Detection Method Using Multiview Clustering Algorithm and Deep Features.
Comput Math Methods Med. 2020 Aug 1;2020:5128729. doi: 10.1155/2020/5128729. eCollection 2020.

本文引用的文献

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Symbolic transfer entropy.
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Measuring interdependences in dissipative dynamical systems with estimated Fokker-Planck coefficients.
Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Apr;77(4 Pt 1):041914. doi: 10.1103/PhysRevE.77.041914. Epub 2008 Apr 18.
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Nonrandom connectivity of the epileptic dentate gyrus predicts a major role for neuronal hubs in seizures.
Proc Natl Acad Sci U S A. 2008 Apr 22;105(16):6179-84. doi: 10.1073/pnas.0801372105. Epub 2008 Mar 28.
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Direction of coupling from phases of interacting oscillators: a permutation information approach.
Phys Rev Lett. 2008 Feb 29;100(8):084101. doi: 10.1103/PhysRevLett.100.084101. Epub 2008 Feb 26.
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Detecting directional coupling in the human epileptic brain: limitations and potential pitfalls.
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Technology insight: neuroengineering and epilepsy-designing devices for seizure control.
Nat Clin Pract Neurol. 2008 Apr;4(4):190-201. doi: 10.1038/ncpneuro0750. Epub 2008 Feb 26.
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Mapping and assessment of epileptogenic foci using frequency-entropy templates.
Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Nov;76(5 Pt 1):051903. doi: 10.1103/PhysRevE.76.051903. Epub 2007 Nov 5.
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Detecting and localizing the foci in human epileptic seizures.
Chaos. 2007 Dec;17(4):043113. doi: 10.1063/1.2805658.
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Application of a multivariate seizure detection and prediction method to non-invasive and intracranial long-term EEG recordings.
Clin Neurophysiol. 2008 Jan;119(1):197-211. doi: 10.1016/j.clinph.2007.09.130. Epub 2007 Nov 26.
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Estimating nonlinear interdependences in dynamical systems using cellular nonlinear networks.
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