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EMD-Chaos based analysis of EEG signals for early seizure detection (Paperback)
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EMD-Chaos based analysis of EEG signals for early seizure detection (Paperback)
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- Book formatPaperback
- Fiction/nonfictionNon-Fiction
- Pages124
- EditionStandard Edition
- PublisherKS Omniscriptum Publishing
- Original languagesEnglish
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In this thesis, a method has been developed to analyze EEG signals for early detection of seizure using empirical mode decomposition (EMD) and chaos.Chaos in EEG is defined by the tendency to gravitate towards specific regions in phase space. Lyapunov exponent and Kol-mogorov complexity are the important factors regarding chaotic behavior of any dynamical system. In this thesis, the Largest Lyapunov Exponent (LLE) of the EEG signal over time is observed and decision about Epileptic Seizure is taken. It is seen that from normal to seizure state transition, the amount of chaos in EEG is drastically reduced. Thus, the behavior of chaos in EEG signal described above can be used for seizure detection.
EMD-Chaos based analysis of EEG signals for early seizure detection (Paperback)
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Book format
Paperback
Fiction/nonfiction
Non-Fiction
Genre
Technology & Engineering/Electronics - General
Pages
124
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