Epileptic seizure detection using the singular values of EEG signals

A new technique based on Singular Value Decomposition (SVD) for the detection of epileptic seizures is proposed. The SVD is applied sequentially on a sliding window of one second width of EEG data and the r singular values are obtained and used to indicate sudden changes in the signals. EEG recordin...

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Bibliographic Details
Main Authors: Shahid, Arslan, Kamel, Nidal, Malik, Aamir Saeed, Jatoi, Munsif Ali
Format: Conference or Workshop Item
Published: 2013
Subjects:
Online Access:http://eprints.utp.edu.my/10822/1/Epileptic%20seizure%20detection%20using%20the%20singular%20values%20of%20EEG%20signals.pdf
http://dx.doi.org/10.1109/ICCME.2013.6548330
http://eprints.utp.edu.my/10822/
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