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. Author manuscript; available in PMC: 2019 Oct 3.
Published in final edited form as: Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:3394–3397. doi: 10.1109/EMBC.2018.8513059

TABLE I.

EEG Features.

Temporal Features Feature Calculation
Line length
Kurtosis
Shannon entropy Absolute value
Nonlinear energy operator Mean and SD
Spectral Features
δ, θ, α, and β Kurtosis
Relative δ, θ, α, and β power Mean, min, SD, the 95th percentil
δ/θ, δ/α, and θ/α ratios Mean, min, SD, the 95th percentil