Singular values as a detector of epileptic seizures in EEG signals

• Main Authors: Shahid, A., Kamel, N., Malik, A.S.
• Format: Conference or Workshop Item
• Published: IEEE Computer Society 2014
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84906329898&doi=10.1109%2fICIAS.2014.6869459&partnerID=40&md5=c83470630803679ff0435637d9c67903; http://eprints.utp.edu.my/32171/

This paper introduces a new method based on the Singular Values of EEG signals for the detection of epileptic seizures. Singular Value Decomposition was performed on an EEG signal in epochs of 8 seconds and Singular Values were extracted from each epoch. These singular values were fed into Support V...