Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification

Electroencephalogram (EEG) signals contain vital information on the electrical activities of the brain and are widely used to aid epilepsy analysis. A challenging element of epilepsy diagnosis, accurate classification of different epileptic states, is of particular interest and has been extensively...

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Bibliographic Details
Main Authors: Yunyuan Gao, Bo Gao, Qiang Chen, Jia Liu, Yingchun Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Neurology
Subjects:
epileptic EEG signal classification
power spectrum density energy diagram
deep convolutional neural networks
electroencephalogram
EEG
Online Access:https://www.frontiersin.org/article/10.3389/fneur.2020.00375/full

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https://www.frontiersin.org/article/10.3389/fneur.2020.00375/full

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