Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network

Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network

Visual inspection of long-term electroencephalography (EEG) is a tedious task for physicians in neurology. Based on bidirectional gated recurrent unit (Bi-GRU) neural network, an automatic seizure detection method is proposed in this paper to facilitate the diagnosis and treatment of epilepsy. First...

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Bibliographic Details
Main Authors: Yanli Zhang, Shuxin Yao, Rendi Yang, Xiaojia Liu, Wenlong Qiu, Luben Han, Weidong Zhou, Wei Shang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Epileptic seizure detection
scalp EEG
bidirectional gated recurrent unit
wavelet transform
Online Access:https://ieeexplore.ieee.org/document/9682722/

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