Performance Analysis of Epilepsy Risk Level From EEG Signals - Softcover

R., Deepa; C., Ganesh Babu; R., Harikumar

 
9786202815055: Performance Analysis of Epilepsy Risk Level From EEG Signals
Softcover
ISBN 10: 6202815051 ISBN 13: 9786202815055
Verlag: LAP LAMBERT Academic Publishing, 2020

Inhaltsangabe

This Book describes the epilepsy disorder and it is characterized by the existence of abnormal synchronous discharges in large ensembles of neurons in brain structures. These discharges appear either during seizures (interictal periods) or between seizures (interictal periods). Epileptic seizures are manifestations of epilepsy, which are recorded using the EEG. The objective of this work is to classify the risk level of Epileptic EEG using HMM. The dimensionality reduction of signal is done using various modules like Singular value Decomposition and vector quantization. Each of this method has its own methodology of data decomposition. Training sequence from the dimensionally reduced data is finally classified by the HMM. The HMM is used to classify the risk levels of epilepsy based on extracted parameters from EEG signals of the patient.

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Über die Autorin bzw. den Autor

Dr. R. Deepa, Assistant Professor (Level III), EIE Department, Bannari Amman Institute of Technology, Sathyamangalam.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
6202815051
ISBN 13 
9786202815055
Einband
Taschenbuch
Anzahl der Seiten
52
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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