MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain–Machine Interfaces With EEG Channel Selection
Author:
Affiliation:
1. Integrated Systems Laboratory, ETH Zürich, Zürich, Switzerland
2. Center for Project-Based Learning D-ITET, ETH Zürich, Zürich, Switzerland
Funder
Swiss Data Science Center PhD Fellowship
Swiss National Science Foundation
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/7361/10472410/10409134.pdf?arnumber=10409134
Reference60 articles.
1. Brain–computer interfaces for communication and rehabilitation
2. Wearable EEG and beyond
3. Brain–computer interfaces: Toward a daily life employment;Aricò;Brain Sci.,2020
4. Data augmentation for self-paced motor imagery classification with C-LSTM
5. Event-related EEG/MEG synchronization and desynchronization: Basic principles;Pfurtscheller;Clin. Neurophysiol.,1999
Cited by 7 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. A zero precision loss framework for EEG channel selection: enhancing efficiency and maintaining interpretability;Computer Methods in Biomechanics and Biomedical Engineering;2024-09-13
2. Design and application of pneumatic rehabilitation glove system based on brain–computer interface;Review of Scientific Instruments;2024-09-01
3. EEG Motor imagery classification based on a ConvLSTM Autoencoder framework augmented by attention BiLSTM;Multimedia Tools and Applications;2024-07-23
4. Multiclass Classification of Visual Electroencephalogram Based on Channel Selection, Minimum Norm Estimation Algorithm, and Deep Network Architectures;Sensors;2024-06-19
5. CS-Net: An End-to-end Network for Motor Imagery Brain-Machine Interface with Adaptive Channel Selection and Compressed Sensing;2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS);2024-04-22
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