electroencephalogram (EEG) epilepsy detection

With a 300 second 250 hz EEG recording we will attempt to detect epileptic activity in the recording.

This will be done using the following methodologies:

• Calculate the relative band power for the rythms (delta, theta, alpha, beta, gamma)
• Train a classifier to detect epileptic activity using a decision tree