Functions
Feature extraction from epoched EEG data. |
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Extraction of temporal or spectral features from epoched EEG signals. |
Functions
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Mapping between aliases and univariate feature functions. |
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Mean of the data (per channel). |
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Variance of the data (per channel). |
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Standard deviation of the data. |
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Peak-to-peak (PTP) amplitude of the data (per channel). |
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Skewness of the data (per channel). |
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Kurtosis of the data (per channel). |
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Root-mean squared value of the data (per channel). |
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Quantile of the data (per channel). |
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Hurst exponent of the data (per channel). |
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Approximate Entropy (AppEn, per channel). |
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Sample Entropy (SampEn, per channel). |
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Decorrelation time (per channel). |
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Power Spectrum (computed by frequency bands). |
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Hjorth mobility (per channel). |
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Hjorth complexity (per channel). |
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Hjorth mobility (per channel). |
Hjorth complexity (per channel). |
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Higuchi Fractal Dimension (per channel). |
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Katz Fractal Dimension (per channel). |
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Number of zero-crossings (per channel). |
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Line length (per channel). |
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Linear regression of the the log-log frequency-curve (per channel). |
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Spectral Entropy (per channel). |
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SVD entropy (per channel). |
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SVD Fisher Information (per channel). |
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Band energy (per channel). |
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Spectal Edge Frequency (per channel). |
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Energy of Wavelet decomposition coefficients (per channel). |
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Compute the Teager-Kaiser energy. |
Functions
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Mapping between aliases and bivariate feature functions. |
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Maximum linear cross-correlation. |
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Phase Locking Value (PLV). |
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Measure of nonlinear interdependence. |
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Correlation Coefficients (computed in the time domain). |
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Correlation Coefficients (computed from the power spectrum). |