Singular Values as a Detector of Epileptic Seizures in EEG Signals

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...

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Bibliographic Details
Main Authors: Shahid, Arslan, Kamel , Nidal, Malik, Aamir Saeed
Format: Conference or Workshop Item
Published: 2014
Subjects:
Online Access:http://eprints.utp.edu.my/11418/1/Singular%20values%20as%20a%20detector%20of%20epileptic%20seizures%20in%20EEG%20signals%20-%20Paper.pdf
http://eprints.utp.edu.my/11418/
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Institution: Universiti Teknologi Petronas

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