Deep learning methods for electroencephalogram (EEG) spike detection

• 主要作者: Lim, Guan You
• 其他作者: Justin Dauwels
• 格式: Final Year Project
• 語言: English
• 出版: 2017
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: http://hdl.handle.net/10356/71063
• 機構: 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...