EEG Seizure Detection Experiments

In this page, we share the experiments conducted in the paper "Epilepsy Seizure Detection: A Heavy Tail Approach". We use the EEG signals from MIT https://physionet.org/content/chbmit/1.0.0/, in particular chb05/chb05_05 EEG Fp1 and F7 electrodes derivation.  The following code estimates de gamma parameter using McCulloch estimators.  The next figure depicts the flow diagram of the Seizure detection script.

Gamma Detection Code

Gamma Smoothing Code

Seizure Detector Code

Main Code (Draft)