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This repository hosts the code and resources associated with the recently accepted paper titled "Characterizing the spike timing of a chaotic laser by using ordinal analysis and machine learning."
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This supplemental material provides the code implementation used in the study for ECG signal classification.
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distinguishing_brain_states Public
We use ordinal analysis to distinguish between eyes-open and eyes-closed resting brain states. To do so, we analyze EEG data recorded with 64 electrodes from 109 healthy subjects, under two one-min…
Python UpdatedMay 1, 2023 -
chaos_detection_ANN Public
Neural network that has been trained to detect temporal correlation and distinguish chaotic from stochastic signals