A Novel SE-TCN-BiGRU Hybrid Network for Automatic Seizure Detection

A Novel SE-TCN-BiGRU Hybrid Network for Automatic Seizure Detection

Automatic seizure detection plays a crucial role in epilepsy diagnosis and treatment. Traditional machine learning based automatic seizure detection requires additional feature engineering and finding the optimal hand-crafted features is a challenging issue. Therefore, a novel end-to-end deep learni...

全面介绍

书目详细资料
Main Authors: Peilin Zhu, Weidong Zhou, Chao Cao, Guoyang Liu, Zhen Liu, Wei Shang
格式: 文件
语言:English
出版: IEEE 2024-01-01
丛编:IEEE Access
主题:
Seizure detection
attention mechanism
temporal convolutional network
bidirectional gated recurrent unit
在线阅读:https://ieeexplore.ieee.org/document/10540601/

因特网

https://ieeexplore.ieee.org/document/10540601/

相似书籍