Research Article
PyEEG: An Open Source Python Module for EEG/MEG Feature Extraction
Table 1
PyEEG-supported features and extraction functions with their return types.
| Feature name | Function name | Return type |
| Power Spectral Intensity (PSI) and Relative Intensity Ratio (RIR) | bin_power() | Two 1-D vectors | Petrosian Fractal Dimension (PFD) | pdf() | A scalar | Higuchi Fractal Dimension (HFD) | hfd() | A scalar | Hjorth mobility and complexity | hjorth() | Two scalars | Spectral Entropy (Shannon's entropy of RIRs) | spectral_entropy() | A scalar | SVD Entropy | svd_entropy() | A scalar | Fisher Information | fisher_info() | A scalar | Approximate Entropy () | ap_entropy() | A scalar | Detrended Fluctuation Analysis (DFA) | dfa() | A scalar | Hurst Exponent (Hurst) | hurst() | A scalar |
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