Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond-Reference-Cited by-同舟云学术

Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond

Published:2023 Issue: Volume:31 Page:3015-3034
ISSN:1534-4320
Container-title:IEEE Transactions on Neural Systems and Rehabilitation Engineering
language:
Short-container-title:IEEE Trans. Neural Syst. Rehabil. Eng.

Author:

Wu Di¹^ORCID,Yang Jie²^ORCID,Sawan Mohamad²^ORCID

Affiliation:

1. College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China

2. Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies (CenBRAIN Neurotech), School of Engineering, Westlake University, Hangzhou, China

Funder

Zhejiang Key Research and Development Program

Zhejiang Leading Innovative and Entrepreneur Team Introduction Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering,General Neuroscience,Internal Medicine,Rehabilitation

Link

http://xplorestaging.ieee.org/ielx7/7333/10031624/10184170.pdf?arnumber=10184170

Reference121 articles.

1. Boosting for transfer learning

2. Improvement of EMG Pattern Recognition Model Performance in Repeated Uses by Combining Feature Selection and Incremental Transfer Learning

3. DeCAF: A deep convolutional activation feature for generic visual recognition;donahue;Proc Int Conf Mach Learn,2014

4. A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

5. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proc Int Conf Mach Learn,2015

Cited by 5 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. EMG-based Wrong Posture Detection System using Raspberry Pi and Cloud-based Visualization;2024 International Conference on Computing and Data Science (ICCDS);2024-04-26

3. ViT-MDHGR: Cross-Day Reliability and Agility in Dynamic Hand Gesture Prediction via HD-sEMG Signal Decoding;IEEE Journal of Selected Topics in Signal Processing;2024-04

4. BlasT: Blood Clot Classification Model Using Transfer Learning Based Convolutional Neural Network;2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS);2024-01-03

5. Sensing health: a bibliometric analysis of wearable sensors in healthcare;Health and Technology;2023-12-06