A method for determinism in short time series, and its application to stationary EEG

@article{Jeong2002AMF,
  title={A method for determinism in short time series, and its application to stationary EEG},
  author={Jaeseung Jeong and John C. Gore and Bradley S. Peterson},
  journal={IEEE Transactions on Biomedical Engineering},
  year={2002},
  volume={49},
  pages={1374-1379}
}
A novel method for detecting determinism in short time series is developed and applied to investigate determinism in stationary electroencephalogram (EEG) recordings. This method is based on the observation that the trajectory of a time series generated from a differentiable dynamical system behaves smoothly in an embedded state space. The angles between two successive tangent vectors in the trajectory reconstructed from the time series is calculated as a function of time. The irregularity of… CONTINUE READING

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