메뉴 건너뛰기




Volumn 10, Issue 1, 2000, Pages 123-133

Nonlinear prediction and complexity of alpha EEG activity

Author keywords

[No Author keywords available]

Indexed keywords


EID: 0039010348     PISSN: 02181274     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218127400000074     Document Type: Article
Times cited : (8)

References (41)
  • 1
    • 0000451936 scopus 로고
    • Evidence of chaotic dynamics of brain activity during the sleep cycle
    • Babloyantz, A., Salazar, J. M. & Nicolis, J. [1985] quot;Evidence of chaotic dynamics of brain activity during the sleep cycle,quot; Phys. Lett. A111, 152-156.
    • (1985) Phys. Lett. , vol.A111 , pp. 152-156
    • Babloyantz, A.1    Salazar, J.M.2    Nicolis, J.3
  • 2
    • 0026285112 scopus 로고
    • Nonlinear and linear forecasting of the EEG time series
    • Blinowska, K. J. & Malinowski, M. [1991] quot;Nonlinear and linear forecasting of the EEG time series,quot; Biol. Cybern. 66, 159-165.
    • (1991) Biol. Cybern. , vol.66 , pp. 159-165
    • Blinowska, K.J.1    Malinowski, M.2
  • 3
    • 0001285220 scopus 로고
    • Predicting chaotic time series with wavelet networks
    • Cao, L., Hong, Y., Fang, H. & He, G. [1995] quot;Predicting chaotic time series with wavelet networks,quot; Physica D85, 2238-2255.
    • (1995) Physica , vol.D85 , pp. 2238-2255
    • Cao, L.1    Hong, Y.2    Fang, H.3    He, G.4
  • 4
    • 45149144372 scopus 로고
    • Nonlinear prediction of chaotic time series
    • Casdagli, M. [1989] quot;Nonlinear prediction of chaotic time series,quot; Physica D35, 335-356.
    • (1989) Physica , vol.D35 , pp. 335-356
    • Casdagli, M.1
  • 5
    • 0000202504 scopus 로고
    • Chaos and deterministic versus stochastic nonlinear modeling
    • Casdagli, M. [1992] quot;Chaos and deterministic versus stochastic nonlinear modeling,quot; J. R. Stat. Soc. B54, 303-328.
    • (1992) J. R. Stat. Soc. , vol.B54 , pp. 303-328
    • Casdagli, M.1
  • 6
    • 0000592333 scopus 로고
    • Estimating attractor dimensions from limited data: A new method, with error estimate
    • Ellner, S. [1988] quot;Estimating attractor dimensions from limited data: A new method, with error estimate,quot; Phys. Lett. A133, 128-133.
    • (1988) Phys. Lett. , vol.A133 , pp. 128-133
    • Ellner, S.1
  • 8
    • 40749093037 scopus 로고
    • Measuring the strangeness of strange attractors
    • Grassberger, P. & Procaccia, I. [1983] quot;Measuring the strangeness of strange attractors,quot; Physica D9, 189-208.
    • (1983) Physica , vol.D9 , pp. 189-208
    • Grassberger, P.1    Procaccia, I.2
  • 10
    • 0025368460 scopus 로고
    • Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures
    • Iasemidis, L. D., Sackellares, J. C., Zaveri, H. P. & Williams, W. J. [1990] quot;Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures,quot; Brain Topog. 2, 187-201.
    • (1990) Brain Topog. , vol.2 , pp. 187-201
    • Iasemidis, L.D.1    Sackellares, J.C.2    Zaveri, H.P.3    Williams, W.J.4
  • 11
    • 0026065445 scopus 로고
    • Quantitative analysis of electroencephalograms: Is there chaos in the future?
    • Jansen, H. [1991] quot;Quantitative analysis of electroencephalograms: Is there chaos in the future?quot; Int. J. Biomed. Comput. 27, 95-123.
    • (1991) Int. J. Biomed. Comput. , vol.27 , pp. 95-123
    • Jansen, H.1
  • 12
    • 0008034688 scopus 로고
    • Model based analysis of neurophysiological signals
    • ed. Weikunat, R. (Elsevier, Amsterdam)
    • Kemp, B. & Lopes da Silva, F. H. [1991] quot;Model based analysis of neurophysiological signals,quot; Digital Biosignal Processing, ed. Weikunat, R. (Elsevier, Amsterdam).
    • (1991) Digital Biosignal Processing
    • Kemp, B.1    Lopes da Silva, F.H.2
  • 13
    • 0026106848 scopus 로고
    • Time series prediction by adaptive networks: A dynamical systems perspective
    • Lowe, D. & Webb, A. R. [1991] quot;Time series prediction by adaptive networks: A dynamical systems perspective,quot; IEE Proc. F138, 17-24.
    • (1991) IEE Proc. , vol.F138 , pp. 17-24
    • Lowe, D.1    Webb, A.R.2
  • 15
    • 0023066422 scopus 로고
    • Dimensionality of the human electroencephalogram
    • Mayer-Kress, G. & Layne, S. P. [1987] quot;Dimensionality of the human electroencephalogram,quot; Ann N.Y. Acad. Sci. 504, 62-86.
    • (1987) Ann N.Y. Acad. Sci. , vol.504 , pp. 62-86
    • Mayer-Kress, G.1    Layne, S.P.2
  • 16
    • 0011856280 scopus 로고
    • Once more: Dimension and Lyapunov exponents for the human EEG
    • eds. Jansen, B. H. & Brandt, M. E. (World Scientific, Singapore)
    • Molinari, L. & Dumermuth, G. [1992] quot;Once more: Dimension and Lyapunov exponents for the human EEG,quot; Nonlinear Dynamical Analysis of the EEG, eds. Jansen, B. H. & Brandt, M. E. (World Scientific, Singapore), pp. 140-155.
    • (1992) Nonlinear Dynamical Analysis of the EEG , pp. 140-155
    • Molinari, L.1    Dumermuth, G.2
  • 17
    • 0000706085 scopus 로고
    • A simple positive semi-definite heteroskedasticity and autocorrelation consistent covariance matrix
    • Newey, W. & West, K. [1987] quot;A simple positive semi-definite heteroskedasticity and autocorrelation consistent covariance matrix,quot; Econometrica 55, 703-708.
    • (1987) Econometrica , vol.55 , pp. 703-708
    • Newey, W.1    West, K.2
  • 18
    • 0002983482 scopus 로고
    • Testing for nonlinearity in the EEG
    • eds. Jansen, B. H. & Brandt, M. E. (World Scientific, Singapore)
    • Palus, M. [1993] quot;Testing for nonlinearity in the EEG,quot; Nonlinear Dynamical Analysis of the EEG, eds. Jansen, B. H. & Brandt, M. E. (World Scientific, Singapore), pp. 100-114.
    • (1993) Nonlinear Dynamical Analysis of the EEG , pp. 100-114
    • Palus, M.1
  • 19
    • 0000938560 scopus 로고
    • Information theoretic test for nonlinearity in time series
    • Palus, M., Albrecht, V. & Dvorak, I. [1993] quot;Information theoretic test for nonlinearity in time series,quot; Phys. Lett. A175, 203-209.
    • (1993) Phys. Lett. , vol.A175 , pp. 203-209
    • Palus, M.1    Albrecht, V.2    Dvorak, I.3
  • 20
    • 51249173291 scopus 로고
    • A map describing EEG activity of human brain
    • Parikh, J. C. & Pratap, R. [1991] quot;A map describing EEG activity of human brain,quot; Pramana J. Phys. 36, L347-L352.
    • (1991) Pramana J. Phys. , vol.36
    • Parikh, J.C.1    Pratap, R.2
  • 22
    • 77956888124 scopus 로고
    • Testing for a unit root in time series regression
    • Phillips, P. C. B. & Perron, P. [1988] quot;Testing for a unit root in time series regression,quot; Biometrika 75, 335-346.
    • (1988) Biometrika , vol.75 , pp. 335-346
    • Phillips, P.C.B.1    Perron, P.2
  • 23
    • 0002764562 scopus 로고
    • Towards the determination of the largest Lyapunov exponent of EEG segments
    • eds. Duke, D. W. & Pritchard, W. S. (World Scientific, Singapore)
    • Principe, J. C. & Lo, P. [1991] quot;Towards the determination of the largest Lyapunov exponent of EEG segments,quot; Measuring Chaos in the Human Brain, eds. Duke, D. W. & Pritchard, W. S. (World Scientific, Singapore), pp. 156-166.
    • (1991) Measuring Chaos in the Human Brain , pp. 156-166
    • Principe, J.C.1    Lo, P.2
  • 24
    • 0026773373 scopus 로고
    • Dimensional analysis of no-task human EEG using the Grassberger-Procaccia method
    • Pritchard, W. S. & Duke, D. W. [1992a] quot;Dimensional analysis of no-task human EEG using the Grassberger-Procaccia method,quot; Psychophysiology 29, 182-192.
    • (1992) Psychophysiology , vol.29 , pp. 182-192
    • Pritchard, W.S.1    Duke, D.W.2
  • 25
    • 0026950248 scopus 로고
    • Measuring chaos in the brain: A tutorial review of nonlinear dynamical EEG analysis
    • Pritchard, W. S. & Duke, D. W. [1992b] quot;Measuring chaos in the brain: A tutorial review of nonlinear dynamical EEG analysis,quot; Int. J. Neurosci. 67, 31-80.
    • (1992) Int. J. Neurosci. , vol.67 , pp. 31-80
    • Pritchard, W.S.1    Duke, D.W.2
  • 26
    • 0029111414 scopus 로고
    • Dimensional analysis of resting human EEG II: Surrogate-data testing indicates nonlinearity but not low-dimensional chaos
    • Pritchard, W. S., Duke, D. W. & Krieble, K. K. [1995] quot;Dimensional analysis of resting human EEG II: Surrogate-data testing indicates nonlinearity but not low-dimensional chaos,quot; Psychophysiology 32, 486-491.
    • (1995) Psychophysiology , vol.32 , pp. 486-491
    • Pritchard, W.S.1    Duke, D.W.2    Krieble, K.K.3
  • 28
    • 0001999552 scopus 로고
    • Correlation dimension in various parts of cat and human brain in different states
    • eds. Başar, E. & Bullock, T. H. (Springer, Berlin)
    • Röschke, J. & Başar, E. [1989] quot;Correlation dimension in various parts of cat and human brain in different states,quot; Brain Dynamics, Progress and Perspectives, Vol. 2, eds. Başar, E. & Bullock, T. H. (Springer, Berlin), pp. 131-148.
    • (1989) Brain Dynamics, Progress and Perspectives , vol.2 , pp. 131-148
    • Röschke, J.1    Başar, E.2
  • 29
    • 26544461279 scopus 로고
    • Reconstruction expansion as a geometry-based framework for choosing proper delay times
    • Rosenstein, M. T., Collins, J. J. & De Luca, C. J. [1994] quot;Reconstruction expansion as a geometry-based framework for choosing proper delay times,quot; Physica D73, 82-98.
    • (1994) Physica , vol.D73 , pp. 82-98
    • Rosenstein, M.T.1    Collins, J.J.2    De Luca, C.J.3
  • 32
    • 0025199496 scopus 로고
    • Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series
    • Sugihara, G. & May, R. M. [1990] quot;Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series,quot; Nature 344, 734-741.
    • (1990) Nature , vol.344 , pp. 734-741
    • Sugihara, G.1    May, R.M.2
  • 33
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • Takens, F. [1981] quot;Detecting strange attractors in turbulence,quot; Lecture Notes in Mathematics 898, 366-381.
    • (1981) Lecture Notes in Mathematics , vol.898 , pp. 366-381
    • Takens, F.1
  • 34
    • 0002405786 scopus 로고
    • On the numerical determination of the dimension of an attractor
    • Takens, F. [1985] quot;On the numerical determination of the dimension of an attractor,quot; Lecture Notes in Mathematics 1125, 99-115.
    • (1985) Lecture Notes in Mathematics , vol.1125 , pp. 99-115
    • Takens, F.1
  • 35
    • 0001768160 scopus 로고
    • α noise
    • α noise,quot; Phys. Lett. A155, 480-493.
    • (1991) Phys. Lett. , vol.A155 , pp. 480-493
    • Theiler, J.1
  • 36
    • 44049111332 scopus 로고
    • Testing for nonlinearity in time series: The method of surrogate data
    • Theiler, J., Eubank, S., Longtin, A., Galdrikian, B. & Farmer, J. D. [1992] quot;Testing for nonlinearity in time series: The method of surrogate data,quot; Physica D58, 77-94.
    • (1992) Physica , vol.D58 , pp. 77-94
    • Theiler, J.1    Eubank, S.2    Longtin, A.3    Galdrikian, B.4    Farmer, J.D.5
  • 37
    • 0001959743 scopus 로고    scopus 로고
    • Using 'surrogate data' to calibrate the actual rate of false positives in tests for nonlinearity in time series
    • Theiler, J. & Prichard, D. [1996] quot;Using 'surrogate data' to calibrate the actual rate of false positives in tests for nonlinearity in time series,quot; Fields Inst. Commun. 11, 99-111.
    • (1996) Fields Inst. Commun. , vol.11 , pp. 99-111
    • Theiler, J.1    Prichard, D.2
  • 38
    • 0029925526 scopus 로고    scopus 로고
    • Re-examination of the evidence for low-dimensional, nonlinear structure in the human electroencephalogram
    • Theiler, J. & Rapp, P. E. [1996] quot;Re-examination of the evidence for low-dimensional, nonlinear structure in the human electroencephalogram,quot; Electroenceph. Clin. Neurophysiol. 98, 213-222.
    • (1996) Electroenceph. Clin. Neurophysiol. , vol.98 , pp. 213-222
    • Theiler, J.1    Rapp, P.E.2
  • 40
    • 0039944490 scopus 로고
    • Does the largest Lyapunov characteristic exponent quantify the dynamical complexity of the event-related potential? An algorithm using adaptive step-size control for variable propagation times
    • eds. Jansen, B. H. & Brandt, M. E. (World Scientific, Singapore)
    • Wallenstein, G. V. & Nash, A. J. [1992] quot;Does the largest Lyapunov characteristic exponent quantify the dynamical complexity of the event-related potential? An algorithm using adaptive step-size control for variable propagation times,quot; Nonlinear Dynamical Analysis of the EEG, eds. Jansen, B. H. & Brandt, M. E. (World Scientific, Singapore), pp. 232-256.
    • (1992) Nonlinear Dynamical Analysis of the EEG , pp. 232-256
    • Wallenstein, G.V.1    Nash, A.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.