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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Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua:	Wei Zeng, Liangmin Shan, Bo Su, Shaoyi Du
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Frontiers Media S.A. 2023-05-01
Rangatū:	Frontiers in Neuroscience
Ngā marau:	electroencephalogram (EEG) epileptic seizure detection deep features shallow classifiers deep neural network (DNN) convolution neural network
Urunga tuihono:	https://www.frontiersin.org/articles/10.3389/fnins.2023.1145526/full
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!

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

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