Deep learning methods for electroencephalogram (EEG) spike detection

• Main Author: Lim, Guan You
• Other Authors: Justin Dauwels
• Format: Final Year Project
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/71063
• Institution: Nanyang Technological University

This project is about developing novel deep learning methods for detecting abnormalities in time series. Specifically, we will consider the problem of detecting spikes in the EEG of patients of epilepsy as well as recurrent neural networks. We will also analyze the EEG of healthy subjects, as a base...