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Chenfei Ma
Chenfei Ma
School of Informatics, the University of Edinburgh
Adresă de e-mail confirmată pe ed.ac.uk
Titlu
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Anul
Continuous estimation of upper limb joint angle from sEMG signals based on SCA-LSTM deep learning approach
C Ma, C Lin, OW Samuel, L Xu, G Li
Biomedical Signal Processing and Control 61, 102024, 2020
622020
Exploiting spatio-temporal representation for 3D human action recognition from depth map sequences
X Ji, Q Zhao, J Cheng, C Ma
Knowledge-Based Systems 227, 107040, 2021
352021
Long exposure convolutional memory network for accurate estimation of finger kinematics from surface electromyographic signals
W Guo, C Ma, Z Wang, H Zhang, D Farina, N Jiang, C Lin
Journal of Neural Engineering 18 (2), 026027, 2021
322021
A bi-directional LSTM network for estimating continuous upper limb movement from surface electromyography
C Ma, C Lin, OW Samuel, W Guo, H Zhang, S Greenwald, L Xu, G Li
IEEE Robotics and Automation Letters 6 (4), 7217-7224, 2021
312021
Improving sEMG-based motion intention recognition for upper-limb amputees using transfer learning
J Fan, M Jiang, C Lin, G Li, J Fiaidhi, C Ma, W Wu
Neural Computing and Applications, 1-11, 2021
192021
A novel and efficient feature extraction method for deep learning based continuous estimation
C Ma, W Guo, H Zhang, OW Samuel, X Ji, L Xu, G Li
IEEE Robotics and Automation Letters 6 (4), 7341-7348, 2021
192021
sEMG-based continuous estimation of finger kinematics via large-scale temporal convolutional network
C Chen, W Guo, C Ma, Y Yang, Z Wang, C Lin
Applied Sciences 11 (10), 4678, 2021
182021
Simultaneous estimation of grip force and wrist angles by surface electromyography and acceleration signals
H Mao, Y Zheng, C Ma, K Wu, G Li, P Fang
Biomedical Signal Processing and Control 79, 104088, 2023
112023
A temporal Convolutional Network for EMG compressed sensing reconstruction
L Zhang, J Chen, W Liu, X Liu, C Ma, L Xu
Measurement 225, 113944, 2024
32024
Performance Analysis of Electromyogram Signal Compression Sampling in a Wireless Body Area Network
L Zhang, J Chen, C Ma, X Liu, L Xu
Micromachines 13 (10), 1748, 2022
22022
Finger Joint Angle Estimation based on sEMG signals and deep learning method
C Ma, W Guo, L Xu, G Li
2021 IEEE International Conference on Real-time Computing and Robotics (RCAR …, 2021
22021
One-shot random forest model calibration for hand gesture decoding
X Jiang, C Ma, K Nazarpour
Journal of Neural Engineering 21 (1), 016006, 2024
2024
Deep Learning for Device-free Human Activity Recognition Using WiFi Signals
L Guo, H Zhang, W Guo, J Fang, B Lu, C Ma, G Li, C Lin, L Wang
Generalization With Deep Learning: For Improvement On Sensing Capability …, 2021
2021
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