神经工程，脑－机接口，生物医学信号处理，模式识别

   

080902-电路与系统

神经工程，脑机接口，生物医学信号处理，模式识别

2015-06--中国科学院半导体研究所   研究员
2012-03--2015-04   加州大学圣迭戈分校   助理项目科学家
2008-02--2012-02   加州大学圣迭戈分校   博士后研究员
2001-09--2007-07   清华大学   博士
1997-09--2001-07   清华大学   学士

2001-09--2007-07 清华大学 生物医学工程 博士
1997-09--2001-07 清华大学 生物医学工程 学士

2015-06--     中国科学院半导体研究所 研究员
2012-03--2015-04 加州大学圣迭戈分校 助理项目科学家
2008-02--2012-02 加州大学圣迭戈分校 博士后研究员

2015-06~现在, 中国科学院半导体研究所, 研究员
2012-03~2015-04,加州大学圣迭戈分校, 助理项目科学家
2008-02~2012-02,加州大学圣迭戈分校, 博士后研究员

脑-机接口技术

2023年  中国脑-机接口“华瑙学者奖”杰出青年奖

2022年  2022年度IEEE EMBS Best Paper Award第一名（TBME）

2022年  全球前2%顶尖科学家榜单

2022年  中国科学院首届职工技能大赛人工智能领域二等奖

2021年  北京脑科学与类脑研究中心“北脑学者”

2021年  2021年度IOP China Top Cited Paper Award

2021年  微软学术脑机接口全球顶尖前100名学者（第10名）

2021年  全球前2%顶尖科学家榜单

2019年  第三届中国脑机接口比赛技术赛一等奖

2015年  第二届中国脑机接口比赛第一名（视频展示）

2009年  全国百篇优秀博士学位论文提名奖

2007年  教育部高等学校科学技术奖自然科学奖二等奖

2007年  清华大学优秀博士学位论文一等奖

2005年  第三届国际脑-机接口竞赛数据集I/IVa/IVc第一名

2003年  第二届国际脑-机接口竞赛数据集IV第一名

2003年  中国生物医学电子学年会青年论文竞赛一等奖

Q. Sun, S. Zhang, G. Dong, W. Pei, X. Gao, Y. Wang*, High-Density Electroencephalogram Facilitates the Detection of Small Stimuli in Code-Modulated Visual Evoked Potential Brain-Computer Interfaces. Sensors, 24(11):3521, 2024.

L. Zheng, Y. Dong, S. Tian, W. Pei, X. Gao, Y. Wang*, A calibration-free c-VEP based BCI employing narrow-band random sequences, J. Neural Eng., 21(2):026023, 2024.

M. Gu, W. Pei, X. Gao, Y. Wang*, Optimizing Visual Stimulation Paradigms for User-Friendly SSVEP-Based BCIs, IEEE Trans. Neural Syst. Rehab. Eng., 32:1090-1099, 2024.

M. Gu, W. Pei, X. Gao, Y. Wang*, An open dataset for human SSVEPs in the frequency range of 1-60 Hz, Sci. Data, 11:196, 2024.

K. Liu, Z. Yao, L. Zheng, Q. Wei*, W. Pei, X. Gao, Y. Wang*, A high-frequency SSVEP-BCI system based on a 360 Hz refresh rate, J. Neural Eng., 20(4):046042, 2023.

R. Hu, G. Ming, Y. Wang*, X. Gao*, A sub-region combination scheme for spatial coding in a high-frequency SSVEP-based BCI, J. Neural Eng., 20(4):046018, 2023.

Y. Huang, Y. Huan, Z. Zou, W. Pei, X. Gao, Y. Wang* and L. Zheng*, A Wearable Group-synchronized EEG System for Multi-subject Brain-Computer Interfaces, Front. Neurosci., 17:1176344, 2023.

Y. Deng, Q. Sun, C. Wang, Y. Wang*, S. Zhou*, TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network, J. Neural Eng., 20(4):046005, 2023.

G. Ming, H. Zhong, W. Pei, X. Gao, Y. Wang*, A new grid stimulus with subtle flicker perception for user-friendly SSVEP-based BCIs, J. Neural Eng., 20(2):026010, 2023.

G. Ming, W. Pei, X. Gao, Y. Wang*, A high-performance SSVEP-based BCI using imperceptible flickers, J. Neural Eng., 20(1):016042, 2023.

X. Chen*, B. Liu, Y. Wang*, X. Gao, A Spectrally-dense Encoding Method for Designing A High-speed SSVEP-BCI with 120 Stimuli, IEEE Trans. Neural Syst. Rehab. Eng., 30:2764-2772, 2022.

L. Zheng, W. Pei, X. Gao, L. Zhang, Y. Wang*, A High-Performance Brain Switch Based on Code-Modulated Visual Evoked Potentials, J. Neural Eng., 19(1):016002, 2022.

B. Liu, X. Chen, X. Li, Y. Wang*, X. Gao*, S. Gao, Align and Pool for EEG Headset Domain Adaptation (ALPHA) to Facilitate Dry Electrode Based SSVEP-BCI, IEEE Trans. Biomed. Eng., 69(2), 795-806, 2022. (IEEE TBME feature article)

X. Liu, B. Liu, G. Dong*, X. Gao, Y. Wang*, Facilitating Applications of SSVEP-based BCIs by Within-subject Information Transfer, Front. Neurosci., 16:863359, 2022.

Q. Sun, L. Zheng, W. Pei, X. Gao, Y. Wang*, A 120-Target BCI Based on Code Modulated Visual Evoked Potentials, J. Neurosci. Meth., 375:109597, 2022.

S. Zhao, C. Wang, C. Feng, Y. Wang*, W. Feng*, The interplay between audiovisual semantic congruency and temporal synchrony in the cross-modal boost on attentional blink, Hum. Brain Mapp., 43(8):2478-2494, 2022.

L. Jiang, X. Li, W. Pei, X. Gao, Y. Wang*, A hybrid brain-computer interface based on visual evoked potential and pupillary response, Front. Hum. Neurosci., 16:834959, 2022.

L. Jiang, W. Pei, Y. Wang*, A User-friendly SSVEP-based BCI Using Imperceptible Phase-coded Flickers at 60Hz, China Commun., 19(2):1-14, 2022.

G. Ming, W. Pei, H. Chen, X. Gao, Y. Wang*, Optimizing Spatial Properties of a New Checkerboard-Like Visual Stimulus for User-Friendly SSVEP-Based BCIs, J. Neural Eng., 18:056046, 2021.

X. Gao#, Y. Wang#, X. Chen, S. Gao*, Interface, Interaction, and Intelligence in Generalized Brain-Computer Interfaces, Trends Cogn. Sci., 25(8):671-684, 2021.

H. Zhao, Y. Chen, W. Pei, H. Chen, Y. Wang*, Towards Online Applications of Visual Evoked Potentials-Based Biometrics, Expert Syst. Appl., 177:114961, 2021.

F. Zhu, L. Jiang, G. Dong*, X. Gao, Y. Wang*, An Open Dataset for Wearable SSVEP-Based Brain-Computer Interfaces, Sensors, 21(4), 1256, 2021.

S. Zhao, C. Feng, X. Huang, Y. Wang*, W. Feng*, Neural basis of semantically dependent and independent cross-modal boosts on the attentional blink, Cereb. Cortex, 31(4):2291-2304, 2021.

X. Chen*, X. Huang, Y. Wang*, X. Gao, Combination of augmented reality based brain-computer interface and computer vision for high-level control of a robotic arm, IEEE Trans. Neural Syst. Rehab. Eng., 28(12):3140-3147, 2020.

L. Zheng, S. Sun, H. Zhao, W. Pei, H. Chen, X. Gao, L. Zhang, Y. Wang*, A cross-session dataset for a collaborative BCI based on RSVP, Front. Neurosci., 14:579469, 2020.

S. Zhang, Y. Wang*, L. Zhang, X. Gao*, A Benchmark Dataset for RSVP-Based Brain-Computer Interfaces, Front. Neurosci., vol. 14, p. 568000, 2020.

X. Chen*, N. Hu, Y. Wang*, X. Gao, Validity of a brain-computer interface version of the digit symbol substitution test in healthy subjects, Comput. Biol. Med., 120:103729, 2020.

M. Xu, J. Han, Y. Wang*, T. P. Jung, D. Ming*, Implementing over 100 command codes for a high-speed hybrid brain-computer interface using concurrent P300 and SSVEP features, IEEE Trans. Biomed. Eng., 67(11):3073-3082, 2020.

X. Xiao, M. Xu, J. Jin, Y. Wang*, T. P. Jung, D. Ming*, Discriminative canonical pattern matching for single-trial classification of ERP components, IEEE Trans. Biomed. Eng., 67(8):2266-2275, 2020.

K. Wang, M. Xu, Y. Wang*, S. Zhang, L. Chen, D. Ming*, Enhance Decoding of Pre-movement EEG Patterns for Brain-Computer Interfaces, J. Neural Eng., 17(1):016033, 2020.

X. Chen, Y. Wang*, S. Zhang, S. Xu, X. Gao*, Effects of stimulation frequency and waveform on steady state visual evoked potentials, J. Neural Eng., 16(6):066007, 2019.

H. Zhao, Y. Wang*, Z. Liu, W. Pei, H. Chen, Individual identification based on code modulated visual evoked potentials, IEEE Trans. Inf. Forensics Security, 14(12):3206-3216, 2019.

Z. Yao, Y. Wang*, C. Yang, W. Pei, X. Gao, H. Chen, An online brain-computer interface in mobile virtual reality environments, Integr. Comput.-Aid. E., 26(4):345-360, 2019.

Z. Yao, X. Ma, Y. Wang*, W. Pei, H. Chen, High-speed spelling in virtual reality with sequential hybrid BCIs, IEICE Trans. Inf. Syst., E101-D(11):2859-2862, 2018.

X. Xing, Y. Wang*, W. Pei*, X. Guo, Z. Liu, F. Wang, G. Ming, H. Zhao, Q. Gui, and H. Chen, A high-speed SSVEP-based BCI using dry EEG electrodes, Sci. Rep., 8:14708, 2018.

M. Nakanishi, Y. Wang*, X. Chen, Y. T. Wang, X. Gao, T. P. Jung, Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis, IEEE Trans. Biomed. Eng., 65(1):104-112, 2018. (ESI highly cited paper, 2022 IEEE EMBS Best Paper Award 1^st place)

Y. Wang, X. Chen, X. Gao*, S. Gao, A benchmark data set for SSVEP-based brain-computer interfaces, IEEE Trans. Neural Syst. Rehab. Eng., 25(10):1746-1752, 2017. (ESI highly cited paper, IEEE TNSRE feature article)

X. Chen, Y. Wang*, S. Zhang, S. Gao, Y. Hu, X. Gao*, A novel stimulation method for multi-class SSVEP-BCI using inter-modulation frequencies, J. Neural Eng., 14(2):026013, 2017.

T. Töllner#*, Y. Wang#, T. P. Jung, S. Makeig, H. J. Müller, and K. Gramann, Two Independent Frontal Midline Theta Oscillations During Conflict Detection and Adaptation in the Simon Task, J. Neurosci., 37(9):2504-2515, 2017.

M. Xu, Y. Wang*, M. Nakanishi, Y. T. Wang, H. Qi, T. P. Jung, D. Ming*, Fast detection of covert visuospatial attention using hybrid N2pc and SSVEP features, J. Neural Eng., 13(6):066003, 2016.

X. Chen, Y. Wang#*, M. Nakanishi, X. Gao*, T. P. Jung, S. Gao, High-speed spelling with a noninvasive brain-computer interface, Proc. Natl. Acad. Sci. U.S.A., 112(44):E6058-E6067, 2015. (ESI highly cited paper)

Y. Wang, X. Gao, S. Gao*, Computational modeling and application of steady-state visual evoked potentials in brain-computer interfaces, Science (supplement), 350(6256):43-46, 2015.

M. Nakanishi, Y. Wang*, Y. T. Wang, T. P. Jung, A comparison study of canonical correlation analysis based methods for detecting steady-state visual evoked potentials, PLoS ONE, 10(10):e140703, 2015.

X. Chen, Y. Wang*, S. Gao, T. P. Jung, X. Gao*, Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain-computer interface, J. Neural Eng., 12:046008, 2015. (ESI highly cited paper)

M. Nakanishi, Y. Wang*, Y. T. Wang, Y. Mitsukura, T. P. Jung, Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate, PLoS ONE, 9(6):e99235, 2014.

M. Nakanishi, Y. Wang*, Y. T. Wang, Y. Mitsukura, T. P. Jung, A high-speed brain speller using steady-state visual evoked potentials, Int. J. Neural Syst., 24(6):1-18, 2014.

Y. P. Lin, Y. Wang*, C. S. Wei, T. P. Jung*, Assessing the Quality of Steady-state Visual-evoked Potential for Moving Human Using a Mobile Electroencephalogram Headset, Front. Hum. Neurosci., 8:182, 2014.

Y. Wang*, Y. T. Wang, T. P. Jung, Translation of EEG Spatial Filters from Resting to Motor Imagery Using Independent Component Analysis, PLoS ONE, 7(5):e37665, 2012.

Y. Wang*, and T. P. Jung, A Collaborative Brain Computer Interface for Improving Human Performance, PLoS ONE, 6(5):e20422, 2011.

Y. T. Wang*, Y. Wang*, and T. P. Jung, A Cell-phone based Brain Computer Interface for Communication in Daily Life, J. Neural Eng., 8:025018, 2011. (JNE highlight paper)

Y. Wang*, Y. T. Wang, and T. P. Jung, Visual Stimulus Design for High-Rate SSVEP BCI, Electron. Lett., 46(15):1057-1058, 2010. (EL feature article)

Y. Wang, X. Gao, B. Hong, C. Jia, and S. Gao*, Brain-Computer Interfaces Based on Visual Evoked Potentials: Feasibility of Practical System Designs, IEEE EMB. Mag., 27(5):64-71, 2008.

D. Zhang, Y. Wang*, X. Gao, B. Hong, and S. Gao, An Algorithm for Idle State Detection in Motor Imagery Based Brain-Computer Interface, Comput. Intel. Neurosci., 2007:39714, 2007.

Y. Wang*, B. Hong, X. Gao, and S. Gao, Design of Electrode Layout for Motor Imagery Based Brain-Computer Interface, Electron. Lett., 43(10):557-558, 2007.

Y. Wang*, R. Wang, B. Hong, X. Gao, and S. Gao, A Practical VEP-Based Brain-Computer Interface, IEEE Trans. Neural Syst. Rehab. Eng., 14(2):234-239, 2006. (ESI highly cited paper)

Y. Wang, Z. Zhang, Y. Li, X. Gao, S. Gao*, F. Yang, BCI Competition 2003 Dataset IV: An Algorithm Based on CSSD and FDA for Classifying Single-Trial EEG, IEEE Trans. Biomed. Eng., 51(6):1081-1086, 2004.

（1） A brainwave verification system integrating passwords with EEG templates for online identification and authentication, PATTERN RECOGNITION, 2026, 第 2 作者
（2） A new spatial contrast coding approach for SSVEP-based BCIs, JOURNAL OF NEUROSCIENCE METHODS, 2025, 第 5 作者  通讯作者
（3） Optimizing the proportion of stimulation area in a grid stimulus for user-friendly SSVEP-based BCIs, JOURNAL OF NEURAL ENGINEERING, 2025, 第 4 作者  通讯作者
（4） Enhancing the performance of SSVEP-based BCIs by combining task-related component analysis and deep neural network, SCIENTIFIC REPORTS, 2025, 第 3 作者
（5） A local de-insulation method and its application in neural microneedle array, MICROSYSTEMS & NANOENGINEERING, 2025, 第 9 作者
（6） A reliability-enhanced Brain-Computer Interface via Mixture-of-Graphs-driven Information Fusion, INFORMATION FUSION, 2025, 第 2 作者
（7） 基于弱视听觉刺激诱发响应的混合脑机接口研究, Research on hybrid brain-computer interface based on imperceptible visual and auditory stimulation responses, 生物医学工程学杂志, 2025, 第 2 作者
（8） An open dataset for human SSVEPs in the frequency range of 1-60 Hz, SCIENTIFIC DATA, 2024, 第 4 作者  通讯作者
（9） High-performance c-VEP-BCI under minimal calibration, EXPERT SYSTEMS WITH APPLICATIONS, 2024, 第 6 作者
（10） Single-Trial EEG Classification Using Spatio-Temporal Weighting and Correlation Analysis for RSVP-Based Collaborative Brain Computer Interface, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2024, 第 3 作者
（11） Flexible multichannel electrodes for acute recording in nonhuman primates, MICROSYSTEMS & NANOENGINEERING, 2023, 第 8 作者
（12） 非侵入式脑—机接口编解码技术研究进展, A survey on encoding and decoding technology of non-invasive brain-computer interface, 中国图象图形学报, 2023, 第 4 作者
（13） TRCA-Net: using TRCA filters to boost the SSVEP classification with convolutional neural network, JOURNAL OF NEURAL ENGINEERING, 2023, 第 4 作者  通讯作者
（14） A new grid stimulus with subtle flicker perception for user-friendly SSVEP-based BCIs, JOURNAL OF NEURAL ENGINEERING, 2023, 第 5 作者  通讯作者
（15） A high-performance SSVEP-based BCI using imperceptible flickers, JOURNAL OF NEURAL ENGINEERING, 2023, 第 4 作者  通讯作者
（16） High-sensitive microfluidic contact lens sensor for intraocular pressure visualized monitoring, SENSORS AND ACTUATORS: A. PHYSICAL, 2023, 第 9 作者
（17） A sub-region combination scheme for spatial coding in a high-frequency SSVEP-based BCI, JOURNAL OF NEURAL ENGINEERING, 2023, 第 3 作者  通讯作者
（18） Implantable intracortical microelectrodes: reviewing the present with a focus on the future, MICROSYSTEMS & NANOENGINEERING, 2023, 第 4 作者
（19） Chemical polymerization of conducting polymer poly(3,4-ethylenedioxythiophene) onto neural microelectrodes, SENSORS AND ACTUATORS A-PHYSICAL, 2023, 第 10 作者
（20） 脑机接口技术现状与发展——采访中国科学院半导体研究所王毅军研究员, 微纳电子与智能制造, 2022, 第 3 作者
（21） Align and Pool for EEG Headset Domain Adaptation (ALPHA) to Facilitate Dry Electrode Based SSVEP-BCI, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2022, 第 4 作者  通讯作者
（22） A 120-target brain-computer interface based on code-modulated visual evoked potentials, JOURNAL OF NEUROSCIENCE METHODS, 2022, 第 5 作者  通讯作者
（23） BWGAN-GP: An EEG Data Generation Method for Class Imbalance Problem in RSVP Tasks, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 第 3 作者
（24） A Spectrally-Dense Encoding Method for Designing a High-Speed SSVEP-BCI With 120 Stimuli, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 第 3 作者  通讯作者
（25） A Hybrid Brain-Computer Interface Based on Visual Evoked Potential and Pupillary Response, FRONTIERS IN HUMAN NEUROSCIENCE, 2022, 第 5 作者  通讯作者
（26） A high-performance brain switch based on code-modulated visual evoked potentials, JOURNAL OF NEURAL ENGINEERING, 2022, 第 5 作者  通讯作者
（27） A Pre-Gelled EEG Electrode and Its Application in SSVEP-Based BCI, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 第 6 作者
（28） A User-Friendly SSVEP-Based BCI Using Imperceptible Phase-Coded Flickers at 60Hz, A User-Friendly SSVEP-Based BCI Using Imperceptible Phase-Coded Flickers at 60Hz, CHINA COMMUNICATIONS, 2022, 第 3 作者  通讯作者
（29） Facilitating Applications of SSVEP-Based BCIs by Within-Subject Information Transfer, FRONTIERS IN NEUROSCIENCE, 2022, 第 5 作者  通讯作者
（30） The interplay between audiovisual temporal synchrony and semantic congruency in the cross-modal boost of the visual target discrimination during the attentional blink, HUMAN BRAIN MAPPING, 2022, 第 4 作者  通讯作者
（31） Distributed implantation of a flexible microelectrode array for neural recording, MICROSYSTEMS & NANOENGINEERING, 2022, 第 12 作者
（32） Optimizing a left and right visual field biphasic stimulation paradigm for SSVEP-based BCIs with hairless region behind the ear, JOURNAL OF NEURAL ENGINEERING, 2021, 第 4 作者
（33） Optimizing spatial properties of a new checkerboard-like visual stimulus for user-friendly SSVEP-based BCIs, JOURNAL OF NEURAL ENGINEERING, 2021, 第 5 作者  通讯作者
（34） Multi-objective optimization approach for channel selection and cross-subject generalization in RSVP-based BCIs, JOURNAL OF NEURAL ENGINEERING, 2021, 第 4 作者
（35） A novel training-free recognition method for SSVEP-based BCIs using dynamic window strategy, JOURNAL OF NEURAL ENGINEERING, 2021, 第 4 作者
（36） Implementing a calibration-free SSVEP-based BCI system with 160 targets, JOURNAL OF NEURAL ENGINEERING, 2021, 第 5 作者
（37） 应用于脑机接口的便捷式头皮电极, 人工智能, 2021, 第 3 作者
（38） Detection of fixation points using a small visual landmark for brain-computer interfaces, JOURNAL OF NEURAL ENGINEERING, 2021, 第 4 作者
（39） tACS facilitates flickering driving by boosting steady-state visual evoked potentials, JOURNAL OF NEURAL ENGINEERING, 2021, 第 4 作者
（40） Modulation of brain states on fractal and oscillatory power of EEG in brain–computer interfaces, JOURNAL OF NEURAL ENGINEERING, 2021, 第 3 作者
（41） Interface, interaction, and intelligence in generalized brain & ndash;computer interfaces, TRENDS IN COGNITIVE SCIENCES, 2021, 第 2 作者
（42） An Ultrasensitive Contact Lens Sensor Based On Self-Assembly Graphene For Continuous Intraocular Pressure Monitoring, ADVANCED FUNCTIONAL MATERIALS, 2021, 第 11 作者
（43） Interface, interaction, and intelligence in generalized brain–computer interfaces, TRENDS IN COGNITIVE SCIENCES, 2021, 第 2 作者
（44） Towards Online Applications of Visual Evoked Potentials-Based Biometrics, Expert System with Applications, 2021, 第 1 作者  通讯作者
（45） Towards online applications of EEG biometrics using visual evoked potentials, EXPERT SYSTEMS WITH APPLICATIONS, 2021, 第 5 作者  通讯作者
（46） An Open Dataset for Wearable SSVEP-Based Brain-Computer Interfaces, SENSORS, 2021, 第 5 作者  通讯作者
（47） Wearable Contact Lens Sensor for Non-Invasive Continuous Monitoring of Intraocular Pressure, MICROMACHINES, 2021, 第 9 作者
（48） Optimizing a dual-frequency and phase modulation method for SSVEP-based BCIs, JOURNAL OF NEURAL ENGINEERING, 2020, 第 4 作者
（49） Implementing Over 100 Command Codes for a High-Speed Hybrid Brain-Computer Interface Using Concurrent P300 and SSVEP Features, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 第 3 作者  通讯作者
（50） 植入式光电极器件发展, Development of Implantable Optrode Devices, 物理化学学报, 2020, 第 4 作者
（51） Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 第 4 作者  通讯作者
（52） Light-Induced Noise Reduction of Lightly Doped Silicon-based Neural Electrode, ACTA PHYSICO-CHIMICA SINICA, 2020, 第 8 作者
（53） Steady-state visual evoked potential(SSVEP)-based brain-computer interface(BCI)of Chinese speller for a patient with amyotrophic lateral sclerosis:A case report, Steady-state visual evoked potential(SSVEP)-based brain-computer interface(BCI)of Chinese speller for a patient with amyotrophic lateral sclerosis:A case report, JOURNAL OF NEURORESTORATOLOGY, 2020, 第 6 作者
（54） Neural basis of semantically dependent and independent cross-modal boosts on the attentional blink, Cerebral Cortex, 2020, 第 1 作者  通讯作者
（55） Validity of a brain-computer interface version of the digit symbol substitution test in healthy subjects, Computers in Biology and Medicine, 2020, 第 1 作者  通讯作者
（56） 'Write' but not 'spell' Chinese characters with a BCI-controlled robot, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 第 3 作者  通讯作者
（57） A cross-session dataset for a collaborative BCI based on RSVP, Frontiers in Neuroscience, 2020, 第 1 作者  通讯作者
（58） 轻掺杂硅基神经电极的光噪声消减（英文）, 物理化学学报, 2020, 第 8 作者
（59） 基于FPGA的RSVP脑机接口系统设计, Design of RSVP-based BCI system based on FPGA, 传感器与微系统, 2020, 第 5 作者
（60） A Cross-Session Dataset for Collaborative Brain-Computer Interfaces Based on Rapid Serial Visual Presentation, FRONTIERS IN NEUROSCIENCE, 2020, 第 8 作者  通讯作者
（61） Comparison of Pupil Size and Visual Evoked Potentials under 1-6Hz Visual Stimulation, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 第 3 作者  通讯作者
（62） Characteristics of High-Frequency SSVEPs Evoked by Visual Stimuli at Different Polar Angles, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 第 2 作者  通讯作者
（63） A Novel Training Data-Driven Canonical Correlation Analysis Algorithm for Designing Spatial Filters to Enhance Performance of SSVEP-Based BCIs, International Journal of Neural Systems, 2020, 第 1 作者
（64） Enhancing performance of SSVEP-based BCI by unsupervised learning information from test trials, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 第 5 作者
（65） A Benchmark Dataset for RSVP-Based Brain–Computer Interfaces, FRONTIERS IN NEUROSCIENCE, 2020, 第 2 作者  通讯作者
（66） Application of graphene nanowalls in an intraocular pressure sensor†, JOURNAL OF MATERIALS CHEMISTRY B, 2020, 第 8 作者
（67） Using SSVEP-BCI to Continuous Control a Quadcopter with 4-DOF Motions, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 第 5 作者
（68） Combination of Augmented Reality Based BrainComputer Interface and Computer Vision for High-Level Control of a Robotic Arm, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 第 3 作者  通讯作者
（69） Enhance decoding of pre-movement EEG patterns for brain–computer interfaces, JOURNAL OF NEURAL ENGINEERING, 2020, 第 3 作者  通讯作者
（70） 轻掺杂硅基神经电极的光噪声消减, Light-Induced Noise Reduction of Lightly Doped Silicon-based Neural Electrode, 物理化学学报, 2020, 第 8 作者
（71） A brain-computer interface based on high-frequency steady-state asymmetric visual evoked potentials, 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, 第 5 作者
（72） Development of Implantable Optrode Devices, ACTA PHYSICO-CHIMICA SINICA, 2020, 第 4 作者
（73） 2018年脑机接口研发热点回眸, Hot topics of brain computer interfaces in 2018: A review, 科技导报, 2019, 第 2 作者
（74） Individual Identification Based on Code-Modulated Visual-Evoked Potentials, IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019, 第 2 作者  通讯作者
（75） 2018年脑机接口研发热点回眸, Hot topics of brain computer interfaces in 2018:A review, 科技导报, 2019, 第 2 作者
（76） A Four-Class Phase-Coded SSVEP BCI at 60Hz Using Refresh Rate, 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, 第 2 作者  通讯作者
（77） A Dry Electrode Cap and Its Application in a Steady-State Visual Evoked Potential-Based Brain-Computer Interface, ELECTRONICS, 2019, 第 8 作者
（78） Optimizing Spatial Contrast of a New Checkerboard Stimulus for Eliciting Robust SSVEPs, 2019 9TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 2019, 第 2 作者  通讯作者
（79） Effects of stimulation frequency and stimulation waveform on steady-state visual evoked potentials using a computer monitor, JOURNAL OF NEURAL ENGINEERING, 2019, 第 2 作者  通讯作者
（80） A Fast Brain Switch Based on Multi-Class Code-Modulated VEPs, 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, 第 2 作者  通讯作者
（81） Maximum Signal Fraction Analysis for Enhancing Signal-to-Noise Ratio of EEG Signals in SSVEP-Based BCIs, IEEE ACCESS, 2019, 第 3 作者
（82） An online brain-computer interface in mobile virtual reality environments, INTEGRATED COMPUTER-AIDED ENGINEERING, 2019, 第 2 作者  通讯作者
（83） Combination of high-frequency SSVEP-based BCI and computer vision for controlling a robotic arm, JOURNAL OF NEURAL ENGINEERING, 2019, 第 3 作者
（84） 2017年脑机接口研发热点回眸, An overeview of the forntier on brain-computer interface technology in 2017, 科技导报, 2018, 第 2 作者
（85） High-Speed Spelling in Virtual Reality with Sequential Hybrid BCIs, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2018, 第 3 作者  通讯作者
（86） A Brain-Computer Interface Based on Miniature-Event-Related Potentials Induced by Very Small Lateral Visual Stimuli, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2018, 第 3 作者
（87） 基于脑电的无创脑机接口研究进展, A review of non-invasive electroencephalogram-based brain computer interfaces, 科技导报, 2018, 第 2 作者
（88） Assessing a novel micro-seepage electrode with flexible and elastic tips for wearable EEG acquisition, SENSORS AND ACTUATORS A-PHYSICAL, 2018, 第 3 作者
（89） Control of a 7-DOF Robotic Arm System With an SSVEP-Based BCI, INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2018, 第 3 作者
（90） 基于脑电的无创脑机接口研究进展, A review of non-invasive electroencephalogram-based brain computer interfaces, 科技导报, 2018, 第 2 作者
（91） 2017年脑机接口研发热点回眸, An overeview of the forntier on brain-computer interface technology in 2017, 科技导报, 2018, 第 3 作者
（92） A Novel c-VEP BCI Paradigm for Increasing the Number of Stimulus Targets Based on Grouping Modulation With Different Codes, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2018, 第 4 作者
（93） A High-Speed SSVEP-Based BCI Using Dry EEG Electrodes, SCIENTIFIC REPORTS, 2018, 第 2 作者  通讯作者
（94） A study on dynamic model of steady-state visual evoked potentials, JOURNAL OF NEURAL ENGINEERING, 2018, 第 4 作者
（95） Assessing a novel micro-seepage electrode with flexible and elastic tips for wearable EEG acquisition, SENSORS & ACTUATORS: A. PHYSICAL, 2018, 第 3 作者
（96） A Dynamic Window Recognition Algorithm for SSVEP-Based Brain–Computer Interfaces Using a Spatio-Temporal Equalizer, INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2018, 第 3 作者
（97） Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2018, 第 2 作者  通讯作者
（98） A self-wetting paper electrode for ubiquitous biopotential recording, IEEE Sensors Journal, 2017, 第 1 作者
（99） A Self-Wetting Paper Electrode for Ubiquitous Bio-Potential Monitoring, IEEE SENSORS JOURNAL, 2017, 第 3 作者
（100） Skin-Potential Variation Insensitive Dry Electrodes for ECG Recording, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2017, 第 3 作者
（101） 面向穿戴式脑电系统的主动干电极传感器, Active Dry Electrode Sensor for Wearable BCI System, 仪表技术与传感器, 2017, 第 6 作者
（102） An Online Brain-Computer Interface Based on SSVEPs Measured From Non-Hair-Bearing Areas, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2017, 第 3 作者
（103） Two Independent Frontal Midline Theta Oscillations during Conflict Detection and Adaptation in a Simon-Type Manual Reaching Task, JOURNAL OF NEUROSCIENCE, 2017, 第 2 作者
（104） 基于主动干电极传感器的无线可穿戴脑电采集系统, Wearable wireless EEG acquisition system with active dry electrode sensor, 传感器与微系统, 2017, 第 5 作者
（105） Two Independent Frontal Midline Theta Oscillations during Conflict Detection and Adaptation in a Simon-Type Manual Reaching Task, THE JOURNAL OF NEUROSCIENCE, 2017, 第 2 作者
（106） A Benchmark Dataset for SSVEP-Based Brain-Computer Interfaces, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2017, 第 1 作者
（107） Improving adhesion strength between layers of an implantable parylene-C electrode, SENSORS & ACTUATORS: A. PHYSICAL, 2017, 第 11 作者
（108） A MOBILE EEG SYSTEM FOR PRACTICAL APPLICATIONS, 2017 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2017), 2017, 第 3 作者
（109） A novel stimulation method for multi-class SSVEP-BCI using intermodulation frequencies, JOURNAL OF NEURAL ENGINEERING, 2017, 第 2 作者  通讯作者
（110） Improving adhesion strength between layers of an implantableparylene-C electrode, SENSORS AND ACTUATORS A-PHYSICAL, 2017, 第 11 作者
（111） An online hybrid BCI system based on SSVEP and EMG, JOURNAL OF NEURAL ENGINEERING, 2016, 第 3 作者
（112） Fast detection of covert visuospatial attention using hybrid N2pc and SSVEP features, JOURNAL OF NEURAL ENGINEERING, 2016, 第 2 作者  通讯作者
（113） Decoding EEG in Cognitive Tasks with Time-frequency and Connectivity Masks, IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2016, 第 2 作者
（114） Fabrication of iridium oxide neural electrodes at the wafer level, SCIENCE CHINA Technological Sciences, 2016, 第 12 作者
（115） An Online Brain-Computer Interface Based on SSVEPs Measured from Non-Hair-Bearing Areas, IEEE TRANS NEURAL SYST REHABIL ENG, 2016, 第 3 作者
（116） A human-machine interface based on single channel EOG and patchable sensor, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2016, 第 3 作者
（117） Skin-potential variation insensitive dry electrodes for ECG recording, IEEE TRANS BIOMED ENG, 2016, 第 3 作者
（118） A novel linear microprobe array for the fabrication of neural microelectrodes, SCIENCE CHINA Technological Sciences, 2015, 第 4 作者
（119） Enhancing performances of SSVEP-based brain-computer interfaces via exploiting inter-subject information, JOURNAL OF NEURAL ENGINEERING, 2015, 第 3 作者
（120） Ultra-slow frequency bands reflecting potential coherence between neocortical brain regions, NEUROSCIENCE, 2015, 
（121） A comparison study of canonical correlation analysis based methods for detecting steady-state visual evoked potentials, PLOS ONE, 2015, 第 2 作者  通讯作者
（122） High-speed spelling with a noninvasive brain-computer interface, PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 第 2 作者  通讯作者
（123） Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain-computer interface, JOURNAL OF NEURAL ENGINEERING, 2015, 第 2 作者
（124） Assessing the feasibility of online SSVEP decoding for moving humans using a consumer EEG headset, Journal of NeuroEngineering and Rehabilitation, 2014, 第 1 作者
（125） Assessing the quality of SSVEP for moving humans using a mobile electroencephalogram headset, Frontiers of Human Neuroscience, 2014, 第 1 作者  通讯作者
（126） A HIGH-SPEED BRAIN SPELLER USING STEADY-STATE VISUAL EVOKED POTENTIALS, INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2014, 第 2 作者  通讯作者
（127） Generating visual flickers for eliciting robust SSVEPs at flexible frequencies using monitor refresh rate, PLOS ONE, 2014, 第 1 作者  通讯作者
（128） Visual and Auditory Brain-Computer Interfaces, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2014, 第 2 作者
（129） A Study on Existing Problems of Information Transfer Rate Estimation in Online Brain-computer Interfaces, Journal of Neural Engineering, 2013, 第 1 作者
（130） Translation of EEG Spatial Filters from Resting to Motor Imagery Using Independent Component Analysis, PLOS ONE, 2012, 第 1 作者  通讯作者
（131） Dry and Noncontact EEG Sensors for Mobile Brain-Computer Interfaces, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2012, 第 3 作者
（132） A Collaborative Brain-Computer Interface for Improving Human Performance, PLOS ONE, 2011, 第 1 作者  通讯作者
（133） A cell-phone-based brain-computer interface for communication in daily life, JOURNAL OF NEURAL ENGINEERING, 2011, 第 2 作者
（134） A high-speed BCI based on code modulation VEP, JOURNAL OF NEURAL ENGINEERING, 2011, 第 3 作者
（135） Visual stimulus design for high-rate SSVEP BCI, ELECTRONICS LETTERS, 2010, 
（136） VEP-Based Brain-Computer Interfaces: Time, Frequency, and Code Modulations, IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2009, 第 3 作者
（137） Brain-computer interfaces based on visual evoked potentials - Feasibility of practical system designs, IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2008, 第 1 作者
（138） A brain-computer interface based on multi-modal attention, 2007 3RD INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING, VOLS 1 AND 2, 2007, 第 2 作者
（139） Implementation of a brain-computer interface based on three states of motor imagery, 2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, 第 1 作者  通讯作者
（140） 基于脑-机接口技术的虚拟现实康复训练平台, Virtual Reality Rehabilitation Training Platform Based on Brain Computer Interface (BCI), 中国生物医学工程学报, 2007, 第 2 作者
（141） Design of electrode layout for motor imagery based brain-computer interface, ELECTRONICS LETTERS, 2007, 
（142） 基于多通道线性描述符的脑—机接口分类算法的研究, Study on Classification Algorithms of a Brain—Computer Interface Based on Multichannel Linear Descriptors, 中国生物医学工程学报, 2007, 第 3 作者
（143） Amplitude and phase coupling measures for feature extraction in an EEG-based brain-computer interface, JOURNAL OF NEURAL ENGINEERING, 2007, 第 2 作者
（144） Feature combination for classifying single-trial ECoG during motor imagery of different sessions, Feature combination for classifying single-trial ECoG during motor imagery of different sessions, 自然科学进展：英文版, 2007, 第 3 作者
（145） An Algorithm for Idle-State Detection in Motor-Imagery-Based Brain-Computer Interface, COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2007, 第 2 作者
（146） A practical VEP-based brain-computer interface, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2006, 第 1 作者  通讯作者
（147） BCI competition 2003 - Data set IV: An algorithm based on CSSD and FDA for classifying single-trial EEG, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2004, 

2023-2026      高通量脑电信息读译控关键技术，国家重点研发计划“超微生机交互系统高通量读译控关键技术及应用”课题，子课题负责人

2022-2025      高密度脑电信号精细解析算法研究，国家重点研发计划“柔性高密度主动式头皮生物电极设计与仪器开发”课题，课题负责人

2021-2024      CIBR创新人才项目，北京脑科学与类脑研究中心，项目负责人

2021-2024      基于个性化空间编码调制的视觉脑-机接口方法研究，国家自然科学基金面上项目，项目负责人

2020-2021      亚秒级非侵入式脑机接口技术及通用系统研发，北京科技计划，课题负责人

2018-2023      高速率脑机接口方法研究，中科院B类战略性先导科技专项，子课题负责人

2017-2020      基于脑电的群体脑功能成像方法及其在群体脑-机接口中的应用，国家自然科学基金面上项目，项目负责人

（ 1 ） 基于多维视觉信息联合编解码的脑机接口方法研究, 负责人, 国家任务, 2026-01--2029-12
（ 2 ） 高通量脑电信息读译控关键技术, 参与, 国家任务, 2023-11--2026-10
（ 3 ） 高密度脑电信号精细解析算法研究, 负责人, 国家任务, 2022-11--2025-10
（ 4 ） 基于个性化空间编码调制的视觉脑-机接口方法研究, 负责人, 国家任务, 2021-01--2024-12
（ 5 ） 高速率脑机接口方法研究, 负责人, 中国科学院计划, 2018-07--2023-06
（ 6 ） 在体微纳光电器件与芯片集成技术及应用, 参与, 国家任务, 2017-07--2022-06
（ 7 ） 基于脑电的群体脑功能成像方法及其在群体脑-机接口中的应用, 负责人, 国家任务, 2017-01--2020-12