MNL-Network: A Multi-Scale Non-local Network for Epilepsy Detection From EEG Signals

MNL-Network: A Multi-Scale Non-local Network for Epilepsy Detection From EEG Signals

Epilepsy is a prevalent neurological disorder that threatens human health in the world. The most commonly used method to detect epilepsy is using the electroencephalogram (EEG). However, epilepsy detection from the EEG is time-consuming and error-prone work because of the varying levels of experienc...

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Bibliographic Details
Main Authors: Guokai Zhang, Le Yang, Boyang Li, Yiwen Lu, Qinyuan Liu, Wei Zhao, Tianhe Ren, Junsheng Zhou, Shui-Hua Wang, Wenliang Che
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Neuroscience
Subjects:
convolution neural network
EEG
epilepsy
multi-scale
non-local
seizure
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2020.00870/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2020.00870/full

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