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非线性动力学在脑电信号分析中的应用(英文) 被引量:1

Application of Nonlinear Dynamics in Analysis of Electroencephalograph
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摘要 EEG是由大脑产生的非线性时间序列,体现出混沌行为。近年来迅速发展的非线性动力学理论为脑电信号分析开创了一个新的领域。本文综述了近年来非线性动力学在脑电信号研究中(睡眠阶段,麻醉深度,认知过程,精神分裂,痴呆及癫痫)的进展,以期对脑神经动力学有更好的理解。 Nonlinear dynamics has been used to analyse Electroencephalograph (EEG) time series, in recent years, which has opened new possibilities to the dynamic knowledge of the brain. In this paper, we review researches on the treatment of EEG (sleep stage, anesthesia, process of cognition, schizophrenia, dementia and epilepsy) using nonlinear dynamics methods, and try to better understand brain neurodynamics.
作者 何凌 黄华
出处 《现代生物医学进展》 CAS 2006年第9期24-26,共3页 Progress in Modern Biomedicine
关键词 脑电信号 非线性动力学 睡眠阶段 麻醉深度 认知过程 精神分裂 痴呆 癫痫 EEG Nonlinear dynamics Sleep stage Anesthesia Process of cognition Schizophrenia Dementia epilepsy
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  • 1P.Grassberger and I.Procaccia,"Measuring the strangeness of strange attractors," Physica D,vol.9,pp.189-208,1983
  • 2Fell,J.; Roschke,J.; Beckmann,P.Deterministic chaos and the first positive Lyapunov exponent:a nonlinear analysis of the human electroencephalogram during sleep.Biological Cybernetics,v 69,n 2,1993,p 139-46
  • 3U,R.A.; Faust,O.; Kannathal,N.; TjiLeng Chua; Laxminarayan,S.Non-linear analysis of EEG signals at various sleep stages.Computer Methods and Programs in Biomedicine,v 80
  • 4Liu,Hui; He,Wei-Xing; Chen,Xiao-Ping.EEG time-series analysis using nonlinear dynamics method for sleep monitoring.Jiangsu Daxue Xuebao (Ziran Kexue Ban) / Journal of Jiangsu University (Natural Science Edition),v 26,n 2,March,2005,p 174-177
  • 5Widman,G.; Schreiber,T.; Rehberg,B.; Hoeft,A.; Elger,C.E.Quantification of depth of anesthesia by nonlinear time series analysis of brain electrical activity Physical Review E (Statistical Physics,Plasmas,Fluids,and Related Interdisciplinary Topics),v 62,n 4,Oct.2000,p p898-903
  • 6Xu-Sheng Zhang,Rob J.Roy,Erik Weber Jensen.EEG Complexity as a Measure of Depth of Anesthesia for Patients.IEEE transactions on biomedical engineering,Vol.48,No.12
  • 7Hao Yang,Chia-Jiu Wang,Yonghong Wang,Heng-Ming Tai Nonlinear Analysis in Cognition Process Proceedings of the 26th Annual International Conference of the IEEE EMBS San Francisco,CA,USA ? September 1-5,2004
  • 8Paulus,Martin P.; Braff,David L.Chaos and schizophrenia:does the method fit the madness? Biological Psychiatry.Vol:53,Issue:1,January 1,2003
  • 9Lee,Y.-J.Zhu,Y.-S.; Xu,Y.-H.; Shen,M.-F.; Tong,S.-B.; Thakor,N.V.The nonlinear dynamical analysis of the EEG in schizophrenia with temporal and spatial embedding dimension.Journal of Medical Engineering and Technology,v 25,n 2,2001,p 79-83
  • 10Roberto Hornero,Pedro Espino,Alonso Alonso,Miguel Lopez.Measurement of the dimensional complexity of schizophrenic patients' EEGs.Proceedings of the first joint BMES/EMBS conference.Oct.13-16,1999.Atlanta,GA,

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