生物医学信号的检测与处理，听力障碍的检测和康复，以及相关医疗器械的技术开发和临床应用。

熟悉生物医学工程和信号处理领域，最好有一定的英文论文发表经验。

081104-模式识别与智能系统
081102-检测技术与自动化装置
081101-控制理论与控制工程

​ 生物医学信号的检测与处理
​ 听力损失的检测和康复
​ 医疗器械的技术开发和临床应用

2007-08--2012-05   美国亚利桑那州立大学   博士
2005-09--2007-07   清华大学   硕士
2001-09--2005-07   清华大学   本科

   

2020-01~2021-11,中国科学院深圳先进技术研究院, 研究员
2014-12~2019-12,中国科学院深圳先进技术研究院, 副研究员
2012-07~2014-12,中国科学院深圳先进技术研究院, 助理研究员

2016-07-07-2019-12-31,中国生物医学工程学会康复工程分会青年委员, 青年委员
2016-07-07-2021-12-31,中国康复辅助器具协会康复工程专业委员会青年委员, 青年委员

数字信号处理

   

（ 1 ） 一种基于表面肌电唇语识别的辅助沟通系统, 发明专利, 2019, 第 1 作者, 专利号: CN201910228442.4

（ 2 ） 一种基于阵列式表面肌电的发音功能评估系统, 发明专利, 2019, 第 1 作者, 专利号: CN201910228434.X

（ 3 ） 一种诱发脑电信号提取的方法、装置、设备及存储介质, 发明专利, 2018, 第 1 作者, 专利号: 201210519657.X

（ 4 ） 信号检测方法和系统, 发明专利, 2017, 第 1 作者, 专利号: 201210572386.4

（ 5 ） 检测吞咽功能的方法、装置、设备及存储介质, 发明专利, 2017, 第 2 作者, 专利号: CN201710794555.1

（ 6 ） 鼓膜声压检测方法和系统, 发明专利, 2017, 第 1 作者, 专利号: 201310263594.0

（ 7 ） 序列位点重要度的确定方法、装置、设备及存储介质, 发明专利, 2017, 第 2 作者, 专利号: CN201710708490.4

（ 8 ） 听觉脑干诱发电位检测方法及装置, 发明专利, 2017, 第 1 作者, 专利号: 201710342601.4

（ 9 ） 基于刺激频率耳声发射的听觉反馈调节方法及系统, 发明专利, 2017, 第 1 作者, 专利号: 201410854027.7

（ 10 ） 一种颈椎监护的可穿戴设备及颈椎监护系统, 发明专利, 2017, 第 4 作者, 专利号: CN201710071347.9

   

（1） Towards effective assessment of normal hearing function from ABR using a time-variant sweep-tone stimulus approach, PHYSIOLOGICAL MEASUREMENT, 2021, 通讯作者
（2） Towards optimizing electrode configurations for silent speech recognition based on high-density surface electromyography, JOURNAL OF NEURAL ENGINEERING, 2021, 通讯作者
（3） Analysis of Click and Swept-Tone Auditory Brainstem Response Results for Moderate and Severe Sensorineural Hearing Loss, AUDIOLOGY AND NEURO-OTOLOGY, 2020, 第 6 作者
（4） Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System, SYMMETRY-BASEL, 2020, 第 7 作者
（5） Time-frequency Analysis of Electroencephalogram Signals in a Cognitive Decision-making Task, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 通讯作者
（6） 基于高密度肌电的对称位置发音肌肉对语音识别贡献的研究, The Study on the Left/Right Contributions of Articulatory Muscles in Speech Recognition Using High-Density Surface Electromyography, 集成技术, 2020, 第 6 作者
（7） 基于脑电波时频分析方法的认知决策任务研究, Time-Frequency Analysis of Electroencephalogram Signals in a Cognitive Decision-Making Task, 集成技术, 2020, 第 6 作者
（8） Physiological explicit of delayed psychological stress response induced by extra neural regulation, COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 第 2 作者
（9） Entropy-Based Pattern Learning Based on Singular Spectrum Analysis Components for Assessment of Physiological Signals, Complexity, 2020, 第 7 作者
（10） 基于短声和扫频音的听觉脑干诱发电位比较研究, A Comparison Study on Auditory Brainstem Responses Induced by Click and Swept-Tone, 集成技术, 2020, 第 6 作者
（11） 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-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 通讯作者
（12） Identification of Upper-Limb Movements Based on Muscle Shape Change Signals for Human-Robot Interaction, COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 第 8 作者
（13） 基于不同训练模式的纳米金柔性传感器的手势动作识别, Nano-Gold Flexible Sensor Based Gesture Motion Recognition with Different Training Modes, 集成技术, 2020, 第 4 作者
（14） Dynamic entropy-based pattern learning to identify emotions from EEG signals across individuals, MEASUREMENT, 2020, 第 6 作者
（15） The Effects of Channel Number on Classification Performance for sEMG-based Speech Recognition, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 第 8 作者
（16） The Effects of Random Stimulation Rate on Measurements of Auditory Brainstem Response, FRONTIERS IN HUMAN NEUROSCIENCE, 2020, 通讯作者
（17） 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 6 作者
（18） Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System, 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, 第 5 作者
（19） Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects, IEEE ACCESS, 2019, 通讯作者
（20） Flexible noncontact electrodes for comfortable monitoring of physiological signals, INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2019, 通讯作者
（21） Gesture Recognition Based on Nano-gold Flexible Sensor using Different Training Modes, 2019 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2019, 第 10 作者
（22） Highly Stable and Stretchable Conductive Films through-Thermal-Radiation-Assisted Metal Encapsulation, ADVANCED MATERIALS, 2019, 第 8 作者
（23） Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 第 5 作者
（24） Contraction Patterns of Neck Muscles during Phonating by High-Density Surface Electromyography, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 第 9 作者
（25） Muscle Activity-Driven Green-Oriented Random Number Generation Mechanism to Secure WBSN Wearable Device Communications, WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2018, 第 7 作者
（26） Effective Biopotential Signal Acquisition: Comparison of Different Shielded Drive Technologies., APPLIED SCIENCES-BASEL, 2018, 通讯作者
（27） Contraction Patterns of Neck Muscles during Phonating by High-Density Surface Electromyography, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 通讯作者
（28） Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 第 5 作者
（29） Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 第 3 作者
（30） Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 第 3 作者
（31） Effective Biopotential Signal Acquisition: Comparison of Different Shielded Drive Technologies, Applied Sciences, 2018, 第 10 作者
（32） Evaluation of normal swallowing functions by using dynamic highdensity surface electromyography maps, BIOMEDICAL ENGINEERING ONLINE, 2017, 通讯作者
（33） A Pilot Study on the Evaluation of Normal Phonating Function Based on High-Density sEMG topographic Maps, 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, 通讯作者
（34） Motor Imagery Classification of Upper Limb Movements Based on Spectral Domain Features of EEG Patterns, 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, 第 4 作者
（35） Electromyogram-Based Method to Secure Wireless Body Sensor Networks for Rehabilitation Systems, 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, 第 3 作者
（36） Comparison of Different Shielding Methods in Acquisition of Physiological Signals, 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, 通讯作者
（37） Assessment of Elbow Spasticity with Surface Electromyography and Mechanomyography based on Support Vector Machine, 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, 第 5 作者
（38） Towards reducing the impacts of unwanted movements on identification of motion intentions (vol 28, pg 90, 2016), JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2017, 第 2 作者
（39） An Active Electrode Design for Weak Biosignal Measurements, PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, 通讯作者
（40） 基于屏蔽驱动的工频干扰抑制技术研究, The Study of Reducing Power-Line Interferences Based on Shielding Technologies, 集成技术, 2016, 第 5 作者
（41） A New Approach to Mitigate the Effect of Force Variation on Pattern Recognition for Myoelectric Control, 2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2016, 第 6 作者
（42） Towards real-time detection of gait events on different terrains using time-frequency analysis and peak heuristics algorithm, SENSORS, 2016, 第 6 作者
（43） Towards reducing the impacts of unwanted movements on identification of motion intentions, JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2016, 第 2 作者
（44） Effects of Contralateral Acoustic Stimulation on Otoacoustic Emissions Induced by Swept Tones, 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, 通讯作者
（45） Effects of non-training movements on the performance of motion classification in electromyography pattern recognition, 2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2014, 第 1 作者
（46） Bioelectric signal detrending using smoothness prior approach, Medical Engineering and Physics, 2014, 第 2 作者
（47） An in-situ calibration method and the effects on stimulus frequency otoacoustic emissions, BIOMEDICAL ENGINEERING ONLINE, 2014, 第 1 作者
（48） Bioelectric Signal Detrending Using Smoothness Priors Approach, Medical Engineering & Physics, 2014, 第 1 作者
（49） Using a Dynamic Tracking Filter to Extract Distortion-Product Otoacoustic Emissions Evoked With Swept-Tone Signals, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2014, 第 2 作者
（50） A New Method to Estimate Sound Energy Entering the Middle Ear, 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, 通讯作者
（51） Stimulus frequency otoacoustic emissions evoked by swept tones, HEARING RESEARCH, 2013, 通讯作者
（52） Behaviors of cubic distortion product otoacoustic emissions evoked by amplitude modulated tones, JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2011, 第 2 作者
（53） A New Method of Hearing Loss Screening Using Otoacoustic Emissions Evoked by Swept Tones, 
（54） Role for gene sequence, codon bias and mRNA folding energy in modulating structural symmetry of proteins, 

   

（ 1 ） 基于扫频耳声发射的听觉反馈调节机制研究, 负责人, 国家任务, 2014-01--2016-12
（ 2 ） 基于扫频耳声发射的听觉检测和听觉反馈机理研究, 负责人, 地方任务, 2014-12--2016-12
（ 3 ） 基20180256基于神经解码的听觉注意增强技术研究, 负责人, 地方任务, 2019-03--2022-03
（ 4 ） 基于扫频听觉诱发电位的听力损失快速检测方法研究, 负责人, 国家任务, 2018-01--2021-12
（ 5 ） 扫频ABR技术在新生儿听力障碍早期无创诊断中的应用研究, 负责人, 地方任务, 2018-01--2021-03
（ 6 ） 新生儿听力损失的无创筛查技术和应用研究, 负责人, 地方任务, 2016-06--2018-06
（ 7 ） 基于多模动态生理信息融合的吞咽障碍靶向干预方法研究, 负责人, 地方任务, 2019-12--2022-12
（ 8 ） 老年性听力损失诱发认知障碍的机制及干预方法研究, 负责人, 地方任务, 2020-01--2021-12
（ 9 ） 科院先进院—深圳市丰盛生物科技有限公司神经信息技术及应用联合实验室, 负责人, 企业委托, 2020-01--2022-12

已指导学生

汪鑫  硕士研究生  081104-模式识别与智能系统  

朱明星  博士研究生  081104-模式识别与智能系统  

王小晨  硕士研究生  085211-计算机技术  

袁思敏  硕士研究生  085210-控制工程  

现指导学生

王程  硕士研究生  085211-计算机技术  

汪鑫  博士研究生  081104-模式识别与智能系统  

王俊伟  硕士研究生  085400-电子信息  

胡睿  硕士研究生  085400-电子信息