Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance

Alison O'Shea, Gordon Lightbody, Geraldine Boylan +1

This study presents a novel, deep, fully convolutional architecture which is optimized for the task of EEG-based neonatal seizure detection. Architectures of different depths were…