Poomipat Boonyakitanont

Automatic Epileptic Seizure Onset-Offset Detection Based On CNN in Scalp EEG

We establish a deep learning-based method to automatically detect the epileptic seizure onsets and offsets in multi-channel electroencephalography (EEG) signals. A convolutional neural network (CNN) is designed to identify occurrences of seizures in EEG epochs from the EEG signals and an onset-offse…