Epileptic seizure detection with deep EEG features by convolutional neural network and shallow classifiers

IntroductionIn the clinical setting, it becomes increasingly important to detect epileptic seizures automatically since it could significantly reduce the burden for the care of patients suffering from intractable epilepsy. Electroencephalography (EEG) signals record the brain's electrical activity a...

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Главные авторы:	Wei Zeng, Liangmin Shan, Bo Su, Shaoyi Du
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Frontiers Media S.A. 2023-05-01
Серии:	Frontiers in Neuroscience
Предметы:	electroencephalogram (EEG) epileptic seizure detection deep features shallow classifiers deep neural network (DNN) convolution neural network
Online-ссылка:	https://www.frontiersin.org/articles/10.3389/fnins.2023.1145526/full
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