Deep learning methods for diagnosis of epilepsy from EEG using convolutional neural networks

• Main Author: Du, Cuiqianhe
• Other Authors: Justin Dauwels
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: http://hdl.handle.net/10356/74878
• Institution: Nanyang Technological University

Spike like waveforms, which are different from normal background waveforms, are usually discovered in electroencephalogram(EEG) of epilepsy patients. Diagnosing epilepsy by using spikes can be tedious and requires doctors with special training. Therefore, we aim to develop algorithms for automated s...