Fuzzy Lyapunov exponent based onset detection of the epileptic seizures

Various algorithms have been proposed for the detection of onset of epilepsy. Here we have used the Rosenstein algorithm to calculate the Largest Lyapunov exponent of the given Electroencephalogram (EEG) signal. We have combined this algorithm with fuzzy-rule based system. A fuzzy interference syste...

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Published in2013 IEEE Conference on Information and Communication Technologies pp. 701 - 706
Main Authors Arunkumar, N., Ramkumar, K., Hema, S., Nithya, A., Prakash, Poornima, Kirthika, V.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.04.2013
Subjects
Communications technology
Conferences
Educational institutions
Electroencephalography
Entropy
Epilepsy
Fuzzy logic
Interference
Largest Lyapunov Exponent
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ISBN9781467357593
1467357596
DOI10.1109/CICT.2013.6558185

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Abstract Various algorithms have been proposed for the detection of onset of epilepsy. Here we have used the Rosenstein algorithm to calculate the Largest Lyapunov exponent of the given Electroencephalogram (EEG) signal. We have combined this algorithm with fuzzy-rule based system. A fuzzy interference system is employed to detect the normal and the onset of epilepsy.
AbstractList Various algorithms have been proposed for the detection of onset of epilepsy. Here we have used the Rosenstein algorithm to calculate the Largest Lyapunov exponent of the given Electroencephalogram (EEG) signal. We have combined this algorithm with fuzzy-rule based system. A fuzzy interference system is employed to detect the normal and the onset of epilepsy.
Author Nithya, A.
Prakash, Poornima
Kirthika, V.
Hema, S.
Ramkumar, K.
Arunkumar, N.
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  fullname: Kirthika, V.
  organization: Dept. of Electron. & Instrum. Eng., SASTRA Univ., Thanjavur, India
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Snippet Various algorithms have been proposed for the detection of onset of epilepsy. Here we have used the Rosenstein algorithm to calculate the Largest Lyapunov...
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StartPage 701
SubjectTerms Communications technology
Conferences
Educational institutions
Electroencephalography
Entropy
Epilepsy
Fuzzy logic
Interference
Largest Lyapunov Exponent
Title Fuzzy Lyapunov exponent based onset detection of the epileptic seizures
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