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 |
|
|
