Epileptic Seizures Prediction Using Machine Learning Methods

Algorithm 1

Input: Signal

Output: Intrinsic Mode Function (IMF)

Process:

(1) Up sample between minima and maxima, and

generate envelopes and

(2) Compute local mean  .

(3) Extract

(4) Apply two conditions on to determine if it

is valid imf

(5) Repeat above steps till valid IMF is obtained.