Automated spike detection using cascade of simple classifiers

• Main Author: Guo, Jingyao
• Other Authors: Justin Dauwels
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/68956
• Institution: Nanyang Technological University

The diagnosis of epilepsy heavily depends on the detection of interictal epileptiform spikes in EEG recordings of patients. However, the traditional visual inspection is time-consuming and subjective. The infinite variety of spike morphologies and the similarity of spikes to normal EEG and artifacts...