Non-linear dynamical analysis of the EEG in Alzheimer's disease with optimal embedding dimension.

No abstract is available for this paper.

• Publication year

  1998

• Venue

  Electroencephalography and Clinical Neurophysiology

• Publication date

  1998-03-01

• Fields of study

  Medicine, Mathematics

• Identifiers
  DOI 10.1016/S0013-4694(97)00079-5PMID 9743280
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

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• Nonlinear analysis of sleep EEG data in schizophrenia: calculation of the principal Lyapunov exponent.

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  1993influential reference
• Filtered noise can mimic low-dimensional chaotic attractors.

  1993cited by this paper
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  1992cited by this paper
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  1991cited by this paper
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  1991cited by this paper
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  1990cited by this paper
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  1988cited by this paper
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  1988cited by this paper
• Intrinsic limits on dimension calculations

  1988cited by this paper
• Chaotic dynamics in brain activity

  1987cited by this paper
• Experimental Studies of Chaotic Neural Behavior: Cellular Activity and Electroencephalographic Signals

  1986cited by this paper
• Low-dimensional chaos in an instance of epilepsy.

  1986cited by this paper
• Independent coordinates for strange attractors from mutual information.

  1986cited by this paper
• Spurious dimension from correlation algorithms applied to limited time-series data.

  1986cited by this paper
• Brain, Mind, and Behavior

  1985cited by this paper
• Ergodic theory of chaos and strange attractors

  1985cited by this paper
• Determining Lyapunov exponents from a time series

  1985cited by this paper
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  1985cited by this paper
• Clinical diagnosis of Alzheimer's disease

  1984cited by this paper
• Measuring the Strangeness of Strange Attractors

  1983influential reference
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