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A Muscle Fatigue Classification Model Based on LSTM and Improved Wavelet Packet Threshold
期刊论文
SENSORS, 2021, 卷号: 21
作者:
Wang, Junhong
;
Sun, Shaoming
;
Sun, Yining
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/11/15
surface electromyography
wavelet packet
muscle fatigue
long short-term memory
A Study of Personal Recognition Method Based on EMG Signal
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2020, 卷号: 14, 期号: 4, 页码: 681-691
作者:
Lu, Lijing
;
Mao, Jingna
;
Wang, Wuqi
;
Ding, Guangxin
;
Zhang, Zhiwei
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2020/09/28
Electromyography
personal identification
personal verification
discrete wavelet transform
ExtraTreesClassifer
continuous wavelet transform
convolutional neural networks
transfer learning
siamese network
SEMG Feature Extraction Based on Stockwell Transform Improves Hand Movement Recognition Accuracy
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 20, 页码: 15
作者:
She, Haotian
;
Zhu, Jinying
;
Tian, Ye
;
Wang, Yanchao
;
Yokoi, Hiroshi
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  |  
浏览/下载:8/0
  |  
提交时间:2020/03/30
surface EMG signal
feature extraction
Stockwell transform
hand movement recognition
Analysis of Interventionalists' Natural Behaviors for Recognizing Motion Patterns of Endovascular Tools During Percutaneous Coronary Interventions
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 卷号: 13, 期号: 2, 页码: 330-342
作者:
Zhou, Xiao-Hu
;
Bian, Gui-Bin
;
Xie, Xiao-Liang
;
Hou, Zeng-Guang
;
Qu, Xinkai
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  |  
浏览/下载:68/0
  |  
提交时间:2019/04/23
Analysis framework
hidden Markov model
hierarchical classification framework
natural behaviors
percutaneous coronary intervention
Spiking-Neural-Network Based Fugl-Meyer Hand Gesture Recognition For Wearable Hand Rehabilitation Robot
会议论文
Rio de Janeiro,Brazil, 2018-7
作者:
Liu, Yang
;
Cheng, Long
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  |  
浏览/下载:25/0
  |  
提交时间:2019/04/30
Spiking Neural Networks, Surface Electromyography, Fugl-meyer Assessment, Hand Gesture Recogniton, Spikeprop
Research on Recognition of Forearm sEMG Signal Based on Different Motion Modes
会议论文
深圳, 2018
作者:
Zhenxin Chen
;
Guanglin Li
;
Shixiong Chen
;
Menglong Fu
;
Jinwei Xue
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  |  
浏览/下载:59/0
  |  
提交时间:2019/01/31
A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control
期刊论文
IEEE ACCESS, 2018
作者:
Chen, Shixiong
;
Li, Guanglin
;
Lin, Chuang
;
Geng, Yanjuan
;
Ouyang, Yatao
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  |  
浏览/下载:33/0
  |  
提交时间:2019/01/31
Identification of finger movements from forearm surface EMG using an augmented probabilistic neural network
会议论文
Taipei, Taiwan, December 11, 2017 - December 14, 2017
作者:
Fu, Jianting
;
Xiong, Liang
;
Song, Xiaoying
;
Yan, Zhuo
;
Xie, Yi
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  |  
浏览/下载:16/0
  |  
提交时间:2019/06/25
Surface EMG based continuous estimation of human lower limb joint angles by using deep belief networks
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2018, 卷号: 40, 页码: 335-342
作者:
Chen, Jiangcheng
;
Zhang, Xiaodong
;
Cheng, Yu
;
Xi, Ning
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  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Principal components analysis
Joint angle estimation
Multichannel surface EMG
Restricted boltzmann machines
Deep belief networks
Back propagation network
Spiking-neural-network based Fugl-Meyer hand gesture recognition for wearable hand rehabilitation robot
会议论文
Rio de Janerio, 8-13 July. 2018
作者:
Yang Liu
;
Long Cheng
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  |  
浏览/下载:29/0
  |  
提交时间:2019/02/14
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