Research Article
Siamese Network-Based Feature Transformation for Improved Automated Epileptic Seizure Detection
Table 3
A list of features extracted from raw EEG signal and its sub-bands.
| Sr. no | Feature | Formula |
| 1 | Mean | | 2 | Standard deviation | | 3 | Variance | | 4 | Skewness | | 5 | Kurtosis | | 6 | Line length | | 7 | Non-linear energy | | 8 | SampEn | | | where is the Heaviside function | 9 | Permutation entropy | | | where is the Dirac function | 10 | Shannon entropy | | 11 | Spectral entropy | | 12 | Mobility | | 13 | Complexity | | 14 | Number of zero crossing | — | 15 | Number of local extrema | — |
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