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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Principais autores:	Wei Zeng, Liangmin Shan, Bo Su, Shaoyi Du
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Frontiers Media S.A. 2023-05-01
סדרה:	Frontiers in Neuroscience
נושאים:	electroencephalogram (EEG) epileptic seizure detection deep features shallow classifiers deep neural network (DNN) convolution neural network
גישה מקוונת:	https://www.frontiersin.org/articles/10.3389/fnins.2023.1145526/full
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