An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification

Published:2022 Issue: Volume:30 Page:957-966
ISSN:1534-4320
Container-title:IEEE Transactions on Neural Systems and Rehabilitation Engineering
language:
Short-container-title:IEEE Trans. Neural Syst. Rehabil. Eng.

Author:

Xin Qi¹,Hu Shaohai¹,Liu Shuaiqi²^ORCID,Zhao Ling²,Zhang Yu-Dong³^ORCID

Affiliation:

1. Institute of Information Science, Beijing Jiaotong University, Beijing, China

2. Key Laboratory of Digital Medical Engineering of Hebei Province, the Machine Vision Engineering Research Center of Hebei Province, and the College of Electronic and Information Engineering, Hebei University, Baoding, China

3. Department of Informatics, University of Leicester, Leicester, U.K.

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hebei Province

Science Research Project of Hebei Province

Open Project Program of the National Laboratory of Pattern Recognition

Foundation of President of Hebei University

Open Foundation of Guangdong Key Laboratory of Digital Signal and Image Processing Technology

High-Performance Computing Center of Hebei University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering,General Neuroscience,Internal Medicine,Rehabilitation

Link

http://xplorestaging.ieee.org/ielx7/7333/9695946/09754583.pdf?arnumber=9754583

Reference35 articles.

1. Classification of focal EEG signals using FBSE based flexible time-frequency coverage wavelet transform

2. DWT Based Detection of Epileptic Seizure From EEG Signals Using Naive Bayes and k-NN Classifiers

3. A novel robust diagnostic model to detect seizures in electroencephalography

4. Autonomous deep feature extraction based method for epileptic EEG brain seizure classification

5. Experimental Demonstration of an Impairment Aware Network Planning and Operation Tool for Transparent/Translucent Optical Networks

Cited by 41 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Dual-branch interactive cross-frequency attention network for deep feature learning;Expert Systems with Applications;2024-11

2. MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals;Knowledge-Based Systems;2024-10

3. EpilConNet: A Novel Multi-Class Epileptic Seizure Classification Model;Inteligencia Artificial;2024-07-31

4. Epileptic Seizure Diagnosis Using Wavelet Transform and Approximate Entropy in EEG Signals;2024 IEEE 3rd International Conference on Electrical Power and Energy Systems (ICEPES);2024-06-21

5. Deep learning vs. conventional techniques for processing and classifying EEG brain disorders: A survey;2024 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA);2024-05-23

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3