招生信息
教育背景
工作经历
专利与奖励
出版信息
科研活动
基本信息
耿艳娟女硕导中国科学院深圳先进技术研究院
电子邮件: yj.geng@siat.ac.cn
通信地址: 深圳市南山区西丽学苑大道1068号
邮政编码: 518055
研究领域
神经生物电信号分析、运动意图识别、外周神经调控技术、神经康复机理
招生信息
计算机、生物医学工程、控制理论与控制工程、模式识别与智能系统、电气自动化、机械电子、康复医学等相关专业
招生专业
081104-模式识别与智能系统083100-生物医学工程招生方向
神经康复工程教育背景
2011-09--2014-12中国科学院大学博士2006-09--2009-06河北工业大学硕士2002-09--2006-06河北工业大学学士学历
工作经历
工作简历
2020-01~2020-06,中国科学院深圳先进技术研究院,副研究员2011-09~2019-12,中国科学院深圳先进技术研究院,助理研究员2009-07~2011-09,中国科学院深圳先进技术研究院,研究实习员专利与奖励
奖励信息
(1) 吴文俊人工智能技术发明奖, 三等奖, 专项, 2019出版信息
发表论文
(1)Modulation of muscle synergies for multiple forearm movements under variant force and arm position constraints,Modulation of muscle synergies for multiple forearm movements under variant force and arm position constraintsJournal of Neural Engineering,2020,第1作者(2)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3作者(3)Toward mapping spatiotemporal characteristics of muscle oxygenation in different motor modalities by multichannel near-infrared spectroscopy,International Journal of Adaptive Control and Signal Processing,2019,第2作者(4)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(5)Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects,IEEE Access,2019,第3作者(6)A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control,IEEE Acces,2018,第1作者(7)Effective Biopotential Signal Acquisition:Comparison of Different Shielded Drive Technologies,Applied Sciences-BASEL,2018,第9作者(8)Improving the Robustness of Real-Time Myoelectric Pattern Recognition against Arm Position Changes in Transradial Amputees,Biomed Research International,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2作者(10)Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses,Computers in Biology and Medicine,2017,第3作者发表著作
(1)Recognition of Combined Arm Motions Using Support Vector Machine,Springer,2012-10,第1作者(2)Activity Recognition Based on Pattern Recognition of Myoelectric Signals for Rehabilitation,Springer International Publishing,2017-03,第4作者科研活动
科研项目
( 1 ) 面向肢体功能重建的只能康复机器人基础理论与关键技术, 参与,国家级,2020-01--2023-12( 2 ) 仿生假肢手感知与控制的神经信息解析和交互技术研究, 参与,国家级,2018-01--2022-12( 3 ) 机器人感知与人机共融技术研究, 参与,省级,2019-05--2022-04( 4 ) 基于行走意图精准识别的外骨骼神经智能控制技术, 参与,国家级,2018-12--2019-12参与会议
(1)Improving the Robustness of Myoelectric Control System Using Linear Regression Classifier2018-10-26(2)Identification of Isotonic Forearm Motions Using Muscle Synergies for Brain Injured Patients2017-05-252013 © 中国科学院大学,网络信息中心.