Machine Learning Classification of Epileptic Seizures Based on EEG: using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques - Tapa blanda

Gajula, Buchanna

9786206152965: Machine Learning Classification of Epileptic Seizures Based on EEG: using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques

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ISBN 10: 6206152960 ISBN 13: 9786206152965

Editorial: LAP LAMBERT Academic Publishing, 2023

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Machine Learning Classification of Epileptic Seizures Based on Electroencephalogram using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques1 IntroductionEpilepsy is one of the serious neurological diseases in the world. Indeed, early detection of epileptic seizures will extend the life span of epileptic patients. In this regard, a lot of efforts has been done to predict epileptic seizures based on electroencephalography (EEG) signals. In literature, there are many feature-based seizure classification methods quoted. No method is proved perfectly in capturing a standard set of features with the dynamics of signals. It is a common neurological disorder caused by the abnormally rapid release of brain nerve cells that is characterized by seizures. The scalp or intracranial Electroencephalogram (EEG) signals obtained in the clinic typically exhibit characteristics such as chaos, nonlinearity, etc.Deep neural networks have made significant advances in the field of machine learning during the last era. The model can learn effective representations from raw data in both supervised and unsupervised contexts by creating a hierarchical or "deep" structure.

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Editorial: LAP LAMBERT Academic Publishing
A�o de publicaci�n: 2023
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ISBN 10: 6206152960
ISBN 13: 9786206152965
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Machine Learning Classification of Epileptic Seizures Based on EEG: using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques

Gajula, Buchanna

Publicado por LAP LAMBERT Academic Publishing, 2023

ISBN 10: 6206152960 ISBN 13: 9786206152965

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Machine Learning Classification of Epileptic Seizures Based on EEG

Gajula, Buchanna

Publicado por LAP LAMBERT Academic Publishing, 2023

ISBN 10: 6206152960 ISBN 13: 9786206152965

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Machine Learning Classification of Epileptic Seizures Based on EEG

Gajula, Buchanna

Publicado por LAP LAMBERT Academic Publishing, 2023

ISBN 10: 6206152960 ISBN 13: 9786206152965

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Machine Learning Classification of Epileptic Seizures Based on EEG

Gajula, Buchanna

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Condici�n: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Machine Learning Classification of Epileptic Seizures Based on Electroencephalogram using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques1 IntroductionEpilepsy is one of the serious neurological diseases in the world. Indeed, early detectio. N� de ref. del art�culo: 863316528

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Machine Learning Classification of Epileptic Seizures Based on EEG: using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques

Gajula, Buchanna

Publicado por LAP LAMBERT Academic Publishing, 2023

ISBN 10: 6206152960 ISBN 13: 9786206152965

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Machine Learning Classification of Epileptic Seizures Based on EEG

Buchanna Gajula

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ISBN 10: 6206152960 ISBN 13: 9786206152965

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Taschenbuch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Machine Learning Classification of Epileptic Seizures Based on Electroencephalogram using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques1 IntroductionEpilepsy is one of the serious neurological diseases in the world. Indeed, early detection of epileptic seizures will extend the life span of epileptic patients. In this regard, a lot of efforts has been done to predict epileptic seizures based on electroencephalography (EEG) signals. In literature, there are many feature-based seizure classification methods quoted. No method is proved perfectly in capturing a standard set of features with the dynamics of signals. It is a common neurological disorder caused by the abnormally rapid release of brain nerve cells that is characterized by seizures. The scalp or intracranial Electroencephalogram (EEG) signals obtained in the clinic typically exhibit characteristics such as chaos, nonlinearity, etc.Deep neural networks have made significant advances in the field of machine learning during the last era. The model can learn effective representations from raw data in both supervised and unsupervised contexts by creating a hierarchical or 'deep' structure. 128 pp. Englisch. N� de ref. del art�culo: 9786206152965

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Machine Learning Classification of Epileptic Seizures Based on EEG : using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques

Buchanna Gajula

Publicado por LAP LAMBERT Academic Publishing, 2023

ISBN 10: 6206152960 ISBN 13: 9786206152965

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Taschenbuch. Condici�n: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Machine Learning Classification of Epileptic Seizures Based on Electroencephalogram using Third-Ordered Cumulants and Adaptive Fractal Analysis Techniques1 IntroductionEpilepsy is one of the serious neurological diseases in the world. Indeed, early detection of epileptic seizures will extend the life span of epileptic patients. In this regard, a lot of efforts has been done to predict epileptic seizures based on electroencephalography (EEG) signals. In literature, there are many feature-based seizure classification methods quoted. No method is proved perfectly in capturing a standard set of features with the dynamics of signals. It is a common neurological disorder caused by the abnormally rapid release of brain nerve cells that is characterized by seizures. The scalp or intracranial Electroencephalogram (EEG) signals obtained in the clinic typically exhibit characteristics such as chaos, nonlinearity, etc.Deep neural networks have made significant advances in the field of machine learning during the last era. The model can learn effective representations from raw data in both supervised and unsupervised contexts by creating a hierarchical or 'deep' structure. N� de ref. del art�culo: 9786206152965

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