| Feature Type |
Feature Name |
| Time-Domain, Frequency-Domain, and Statistic |
Hjorth activity |
| Hjorth mobility |
|
| PSD of theta band |
|
| Mean PSD of delta band |
|
| Mean PSD of theta band |
|
| Mean PSD of alpha band |
|
| Mean PSD of beta band |
|
| Mean PSD of low-gamma band |
|
| Mean amplitude |
|
| Signal amplitude variation |
|
| Kurtosis |
|
| Skewness |
|
| WVT-based features |
Mean power of each coefficient array |
| Entropy of each wavelet coefficient array |
|
| EMD-based features |
Entropy of each IMF |
| Mean envelope amplitude of each IMF |
|
| Variation of instantaneous frequency’s |
|
| first derivative |