081104-模式识别与智能系统

模式识别与智能系统，人机接口，机器学习
康复机器人，生物医学信号处理与控制

2014-09--2018-01   中国科学院大学   博士
2011-01--2014-04   Federal University of Technology   硕士
2005-10--2009-02   Kogi State University   学士

   

2020-01~现在, 中国科学院深圳先进技术研究院, 副研究员
2018-01~2020-01,中国科学院深圳先进技术研究院, 博士后

模式识别

   

（1） 优秀青年创新基金, 研究所（学校）, 2019

（ 1 ） 实验用假肢接受腔装置, 发明, 2019, 第 5 作者, 专利号: CN201911081271.3

   

（1） Towards Resolving the Co-existing Impacts of Multiple Dynamic Factors on the Performance of EMG-Pattern Recognition based Prostheses, Computer Methods and Programs in Biomedicine, 2020, 第 1 作者
（2） A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks, Future Generation Computer Systems, 2019, 第 1 作者
（3） Intelligent EMG pattern recognition control method for upper-limb multifunctional prostheses: advances, current challenges, and future prospects, IEEE Access, 2019, 第 1 作者
（4） Pattern recognition of electromyography signals based on novel time domain features for amputees, Computers & Electrical Engineering, Elsevier, 2018, 第 1 作者
（5） Multi-technique object tracking approach-A reinforcement paradigm, Computers & Electrical Engineering, 2018, 第 1 作者
（6） Adaptive context aware decision computing paradigm for intensive health care delivery in smart cities—A case analysis, Sustainable Cities and Society, 2018, 通讯作者
（7） Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses, Computers in Biology and Medicine, 2017, 第 1 作者
（8） An integrated decision support system based on ANN and Fuzzy_AHP for heart failure risk prediction, Expert Systems With Applications (ESWA), 2017, 第 1 作者
（9） Towards efficient decoding of multiple classes of motor imagery limb movements based on EEG spectral and time domain descriptors, Journal of Medical Systems, 2017, 第 1 作者
（10） A Motion- Classification Strategy Based on sEMG-EEG Signal Combination for Upper-Limb Amputees, Journal of NeuroEngineering and Rehabilitation, 2017, 第 1 作者

（1） Activity recognition based on pattern recognition of myoelectric signals for rehabilitation, Springer, 2017-08, 第 1 作者
（2） Computational Intelligence enabling the development of efficient clinical decision support systems: Case Study of Heart Failure, Elsevier, 2018-06, 第 1 作者
（3） Realizing Efficient EMG-Based Prosthetic Control Strategy, Springer, 2019-10, 第 2 作者

   

（ 1 ） Study on Motor Dysfunction Restoration following Severe Impairment after Stroke based on Non-Invasive Multimodal Closed-Loop Approach, 主持, 国家级, 2019-01--2020-12
（ 2 ） Decoding of multiple-classes of targeted limb movement intents for upper extremity motor function restoration, 主持, 部委级, 2019-01--2020-12

（1）Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System   2019-07-23
（2）Intelligently Optimized Pattern Recognition-basedMethods for Upper-Limb Motor Function Restoration   特邀报告   2019-05-16
（3）Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks   2018-10-25
（4）A Novel Time-Domain Descriptor for Improved Prediction of Upper Limb Movement Intent in EMG-PR System   2018-07-17
（5）Motor Imagery Classification of Upper Limb Movements Based on Spectral Domain Features of EEG Patterns   2017-07-11
（6）Examining the Effect of Subjects’ Mobility on Upper-Limb Motion Identification Based on EMG-Pattern Recognition   2016-07-20
（7）A Hybrid Non-Invasive Method for the Classification of Amputee’s Hand and Wrist Movements   2015-10-09
（8）Upper Extremity Function Restoration using Advanced Rehabilitation Technology   2015-07-01