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	—