A Hybrid CNN-Transformer Approach for Continuous Fine Finger Motion Decoding from sEMG Signals-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A Hybrid CNN-Transformer Approach for Continuous Fine Finger Motion Decoding from sEMG Signals

Published:2024-06-14 Issue: Volume: Page:1-6
ISSN:
Container-title:2024 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)
language:
Short-container-title:

Author:

Weng Zihan¹,Zhang Xiabing²,Mou Yufeng¹,Yi Chanlin¹,Li Fali¹,Bashivan Pouya³,Xu Peng¹

Affiliation:

1. University of Electronic Science and Technology of China,School of Life Science and Technology,Chengdu,China

2. Chengdu University of Traditional Chinese Medicine,Institute of Intelligent Medicine,Chengdu,China

3. McGill University,Department of Physiology,Montréal,Canada

Funder

Interface

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx8/10586233/10586443/10586636.pdf?arnumber=10586636

Reference17 articles.

1. Deep Learning for EMG-based Human-Machine Interaction: A Review

2. Detection of motor unit action potentials with surface electrodes: influence of electrode size and spacing

3. EMG hand gesture classification using handcrafted and deep features

4. EMGHandNet: A hybrid CNN and Bi-LSTM architecture for hand activity classification using surface EMG signals

5. FS-HGR: Few-Shot Learning for Hand Gesture Recognition via Electromyography

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