sEMG-based continuous estimation of grasp movements by long-short term memory network C Wang, W Guo, H Zhang, L Guo, C Huang, C Lin Biomedical Signal Processing and Control 59, 101774, 2020 | 61 | 2020 |
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 | 31 | 2021 |
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 | 19 | 2021 |
Towards CSI-based Diversity Activity Recognition Via LSTM-CNN Encoder-Decoder Neural Network CW Linlin Guo, Hang Zhang (Equal contribution-first author) Neurocomputing, 2020 | 16* | 2020 |
Surface electromyogram, kinematic, and kinetic dataset of lower limb walking for movement intent recognition W Wei, F Tan, H Zhang, H Mao, M Fu, OW Samuel, G Li Scientific Data 10 (1), 358, 2023 | 6 | 2023 |
DFNN-based gesture recognition with the shift and damage of the HD-sEMG electrodes H Zhang, C Wang, W Gou, L Guo, C Lin 2019 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1275 …, 2019 | 2 | 2019 |
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 |
Towards Diversity Activity Recognition Via LSTM-CNN Encoder-Decoder Neural Network CL Linlin Guo, Hang Zhang (Co-author), Lei Wang International Joint Conference on Artificial Intelligence, IJCAI 2019 (Workshop), 2019 | | 2019 |
基于DLGC神经网络的手势识别中高密度电极的时空特性变换的研究 张行, 林闯, 王超郭伟钰 Annual Conference of Chinese Robotics Society, CCRS, 2019 (Poster), 2019 | | 2019 |
Continuous upper limb joint angles estimation with sEMG signals based on TCN CL Hang Zhang, Chenfei Ma IEEE Engineering in Medicine and Biology Society, EMBC 2019 (Poster), 2019 | | 2019 |
Continuous Estimation of grasp movement with sEMG and Temporal Convolutional Nets Model HZ Weiyu Guo, Chao Wang, Chuang Lin, Le Li, Xin Huang IEEE Engineering in Medicine and Biology Society, EMBC 2019 (Poster), 2019 | | 2019 |
Long exposure convolutional memory network for accurate estimation of finger kinematics from surface electromyographic signals HZ Weiyu Guo, Chenfei Ma, Zheng Wang | | |