Surface EMG-Based Intersession/Intersubject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning-Reference-Cited by-同舟云学术

Surface EMG-Based Intersession/Intersubject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning

Published:2024 Issue: Volume:73 Page:1-16
ISSN:0018-9456
Container-title:IEEE Transactions on Instrumentation and Measurement
language:
Short-container-title:IEEE Trans. Instrum. Meas.

Author:

Islam Md. Rabiul¹^ORCID,Massicotte Daniel¹^ORCID,Massicotte Philippe²^ORCID,Zhu Wei-Ping³^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Laboratory of Signal and System Integration (LSSI), Université du Québec à Trois-Rivières, Trois-Rivières, Canada

2. Laboratory of Signal and System Integration (LSSI), Université du Québec à Trois-Rivières, Trois-Rivières, Canada

3. Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada

Funder

Natural Sciences and Engineering Research Council of Canada Grant

Canadian Microelectronics Corporation (CMC) Microsystems

Research Chair on Signal and Intelligent High-Performance Systems

ReSMiQ

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/19/10367905/10478553.pdf?arnumber=10478553

Reference68 articles.

1. The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges

2. EMG-Based Continuous Control Scheme With Simple Classifier for Electric-Powered Wheelchair

3. Review of control algorithms for robotic ankle systems in lower-limb orthoses, prostheses, and exoskeletons

4. A Virtual Reality Muscle–Computer Interface for Neurorehabilitation in Chronic Stroke: A Pilot Study

5. Application of Surface EMG Topography in Low Back Pain Rehabilitation Assessment

Cited by 2 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 Frequency-Based Attention Neural Network and Subject-Adaptive Transfer Learning for sEMG Hand Gesture Classification;IEEE Robotics and Automation Letters;2024-09

2. Surface EMG-Based Intersession/Intersubject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning;IEEE Transactions on Instrumentation and Measurement;2024