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Reconstruction of incomplete surface electromyography based on an adversarial autoencoder network
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 11
作者:
Zou, Yongxiang
;
Cheng, Long
;
Han, Lijun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Adversarial autoencoder
Missing sEMG
Signal reconstruction
Self-mask
Multi-view discriminator
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2023, 卷号: 30, 页码: 483-487
作者:
Zou, Yongxiang
;
Cheng, Long
;
Han, Lijun
;
Li, Zhengwei
;
Song, Luping
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Feature extraction
Gesture recognition
Decoding
Aggregates
Muscles
Hospitals
Graph neural networks
Electromyogram decoding
graph neural network
hand gesture recognition
multiple labels
Quantitative Assessment of Hand Motor Function for Post-Stroke Rehabilitation Based on HAGCN and Multimodality Fusion
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 2032-2041
作者:
Li, Chenguang
;
Yang, Hongjun
;
Cheng, Long
;
Huang, Fubiao
;
Zhao, Shuang
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  |  
浏览/下载:36/0
  |  
提交时间:2022/09/19
Hemorrhaging
Thumb
Stroke (medical condition)
Kinematics
Feature extraction
Wrist
Correlation
Hand motor function
quantitative assessment
multi-modality fusion
graph convolutional network
A comparison of neural networks algorithms for EEG and sEMG features based gait phases recognition
期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 68
作者:
Wei, Pengna
;
Zhang, Jinhua
;
Tian, Feifei
;
Hong, Jun
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  |  
浏览/下载:91/0
  |  
提交时间:2021/04/25
Surface electromyography (sEMG)
Electroencephalogram (EEG)
Gait phases recognition
Feature dimension
Feature-classifier combination
Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
作者:
Wang, Weiqun
;
Shi, Weiguo
;
Hou, Zeng-Guang
;
Chen, Badong
;
Liang, Xu
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  |  
浏览/下载:62/0
  |  
提交时间:2021/04/06
Muscles
Adaptation models
Adaptive learning
Force
Calibration
Hip
Electromyography
Adaptive learning
human–
robot interaction
neuromusculoskeletal modeling
parameter calibration
surface electromyography (sEMG) processing
Strain-Insensitive Elastic Surface Electromyographic (sEMG) Electrode for Efficient Recognition of Exercise Intensities
期刊论文
MICROMACHINES, 2020, 卷号: 11, 期号: 3
作者:
Tang, Daxiu
;
Yu, Zhe
;
He, Yong
;
Asghar, Waqas
;
Zheng, Ya-Nan
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  |  
浏览/下载:22/0
  |  
提交时间:2020/12/16
DRY ELECTRODES
CONDUCTIVE ELASTOMER
SENSORS
SOFT
Design of a Flexible Wearable Smart sEMG Recorder Integrated Gradient Boosting Decision Tree Based Hand Gesture Recognition
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 卷号: 13, 期号: 6, 页码: 1563-1574
作者:
Song, Wei
;
Wang, Anhe
;
Chen, Yang
;
Bai, Shuo
;
Han, Qingquan
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  |  
浏览/下载:6/0
  |  
提交时间:2020/03/24
Flexible
FPGA
gradient boosting decision tree(GBDT)
hand gesture
Neural Signal Processing Unit (NSPU)
smart sEMG recorder
Recognition of Chronic Low Back Pain during Lumbar Spine Movements Based on Surface Electromyography Signals
期刊论文
IEEE ACCESS, 2018
作者:
Shipeng Han
;
Wenjing Du
;
Olatunji Mumini Omisore
;
Huihui Li
;
Kamen Ivanov
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/01/31
Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression
期刊论文
NEURAL PROCESSING LETTERS, 2015, 卷号: 41, 期号: 3, 页码: 371-388
作者:
Li, Q. L.
;
Song, Y.
;
Hou, Z. G.
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  |  
浏览/下载:16/0
  |  
提交时间:2015/09/21
sEMG
LS-SVR
Motion estimation
Neural network
Support vector machine
Rehabilitation
A hybrid EMG model for the estimation of multijoint movement in activities of daily living
会议论文
2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, MFI 2014, Beijing, China, September 28-30, 2014
作者:
Ding QC(丁其川)
;
Zhao XG(赵新刚)
;
Han JD(韩建达)
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2015/03/16
surface electromyography
Human-Robot Interface
motion estimation
pattern recognition
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