An end-to-end CNN with attentional mechanism applied to raw EEG in a BCI classification task
Author:
Funder
Fetzer Institute
John Templeton Foundation
Fundação Bial
Publisher
IOP Publishing
Subject
Cellular and Molecular Neuroscience,Biomedical Engineering
Link
https://iopscience.iop.org/article/10.1088/1741-2552/ac1ade/pdf
Reference100 articles.
1. A comprehensive review of EEG-based brain–computer interface paradigms;Abiri;J. Neural Eng.,2019
2. Brain computer interfaces—a review;Nicolas-Alonso;Sensors,2012
3. Decoding intention at sensorimotor timescales;Salvaris;PLoS One,2014
4. What we think before a voluntary movement;Schneider;J. Cogn. Neurosci.,2013
5. The point of no return in vetoing self-initiated movements;Schultze-Kraft;Proc. Natl Acad. Sci.,2016
Cited by 23 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. Deep learning in motor imagery EEG signal decoding: A Systematic Review;Neurocomputing;2024-09
2. Exploring the frontier: Transformer-based models in EEG signal analysis for brain-computer interfaces;Computers in Biology and Medicine;2024-08
3. A time-frequency map generation network embedded with spectral self-attention for motor imagery classification;Biomedical Signal Processing and Control;2024-07
4. EEGGAN-Net: enhancing EEG signal classification through data augmentation;Frontiers in Human Neuroscience;2024-06-21
5. Addressing Motor Imagery Performance Bias in Neurofeedback Training to Improve BCI Performance;IEEJ Transactions on Electronics, Information and Systems;2024-05-01
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