1、Long exposure convolutional memory network for accurate estimation of finger kinematics from surface electromyographic Signals Journal of Neural Engineering 2021 EI/SCI

2、Improving sEMG based motion intention recognition for upper-limb amputees using transfer learning Neural Computing and Applications Technology 2021 EI/SCI

3、A Bi-directional LSTM Network for Estimating continuous upper limb movement from Surface Electromyography IEEE Robotics and Automation Letters 2021 EI/SCI

4、EMG-based Continuous Estimation of Grasp Movements by Long-Short Term Memory Network Biomedical Signal Processing and Control 2020 EI/SCI

5、TowardsCSI-based Diversity Activity Recognition Via LSTM-CNN Encoder-Decoder Neural Network Neurocomputing 2020 EI/SCI

6、EEG-based Driver Drowsiness Estimation Using an Online Multi-View & Transfer TSK Fuzzy System IEEE Transactions on Intelligent Transportation Systems 2020 EI/SCI

7、Continuous Estimation of Upper Limb Kinematics from sEMG Signals based on SCA-LSTM Deep Learning Approach Biomedical Signal Processing and Control 2020 EI/SCI

8、Epilepsy Signal Recognition Using Online Transfer TSK Fuzzy Classifier Underlying Classification Error and Joint Distribution Consensus Regularization IEEE/ACM Transactions on Computational Biology and Bioinformatics 2020 EI/SCI

9、Discriminative Manifold Learning Based Detection of Movement-Related Cortical Potentials IEEE Transactions on Neural Systems and Rehabilitation Engineering 2016 EI/SCI

10、Robust Extraction of Basis Functions for Simultaneous and Proportional Myoelectric Control via Sparse Non-negative Matrix Factorization Journal of Neural Engineering 2018 EI/SCI

11、Endogenous Sensory Discrimination and Selection by a Fast Brain Switch for a High Transfer Rate Brain-Computer Interface IEEE Transactions on Neural Systems and Rehabilitation Engineering 2016 EI/SCI

12、Enhanced Low-latency Detection of Motor Intention from EEG for Closed-loop Brain-Computer Interface Applications IEEE Transactions on Biomedical Engineering 2014 EI/SCI

13、A brain-computer interface driven motorized ankle-foot orthosis induces cortical neural plasticity with minimal intervention IEEE Transaction on Biomedical Engineering 2014 EI/SCI

14、Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics from Surface Electromyographic Signals IEEE Transactions on Human-Machine Systems 2023 SCI JCR一区

15、A BERT Based Method for Continuous Estimation of Cross-Subject Hand Kinematics From Surface Electromyographic Signals IEEE Transactions on Neural Systems & Rehabilitation Engineering 2022 SCI JCR一区

发明专利 一种基于单片机的取暖器负载检测装置 2019.05 CN105988392B

中国科学院百人计划项目 中国科学院 省部级 结题 2018.01-2021.01

实现下肢假肢智能仿生控制的神经功能重建及行走意图识别方法 国家自然科学基金委员会 国家级 结题 2017.07-2020.06

因保密原因隐去项目名称 军委科学技术委员会 国家级 结题 2017.08-2019.07

运动相关皮层电位驱动神经肌肉骨骼模型的中风康复法研究 深圳科创委 市级 结题 2017.07-2020.06

基于多模态生理信号融合的先进驾驶辅助系统研究 深圳科创委 市级 在研 2019.04-2022.03

基于脑电和肌电信号的控制系统 宁波市鄞州区科学技术局 市级 结题 2015.11-2018.11

大连海事大学领军人才 大连海事大学 校级 在研 2021.01-2025.12

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