2005-2013 上海交通大學(xué)機(jī)械電子工程專業(yè)，博士（碩博連讀）
2001-2005 上海交通大學(xué)機(jī)械電子工程專業(yè)，學(xué)士

2019.7 - 至今 上海交通大學(xué)機(jī)械與動(dòng)力工程學(xué)院，副教授 ，博導(dǎo)
2018.2 - 2019.7 美國(guó)卡內(nèi)基梅隆大學(xué)，博士后
2014.2 - 2018.1 美國(guó)明尼蘇達(dá)大學(xué)雙城分校生物醫(yī)學(xué)工程系，博士后

本人及實(shí)驗(yàn)室的研究致力于變革人機(jī)接口的方式，研發(fā)先進(jìn)的腦、上肢、下肢與機(jī)器交互的方式和技術(shù)，促進(jìn)對(duì)腦、上、下肢外周神經(jīng)特別是人腦、人體上、下肢的認(rèn)知。同時(shí)，還聚焦于將先進(jìn)的腦機(jī)接口技術(shù)應(yīng)用于中風(fēng)康復(fù)等醫(yī)療應(yīng)用，肌電、超聲接口應(yīng)用于智能假肢等醫(yī)療應(yīng)用。具體的研究方向包含：

生機(jī)電系統(tǒng)學(xué):
(1) 腦機(jī)接口系統(tǒng)研究：基于想象運(yùn)動(dòng)、注意力調(diào)制或視覺(jué)誘發(fā)
(2) 神經(jīng)調(diào)控及其在腦機(jī)接口的應(yīng)用
(3) 基于腦機(jī)接口的輔助、康復(fù)系統(tǒng)研究，如控制機(jī)械臂或外骨骼

(4) 基于腦機(jī)接口的中風(fēng)康復(fù)

(5) 基于肌電、超聲、IMU等多源信號(hào)的生肌接口研究
(6) 基于肌電的智能假肢
(7) 基于超快超聲的外周神經(jīng)運(yùn)動(dòng)單元定位
(8) 基于圖象視覺(jué)、生物傳感的生物醫(yī)療檢測(cè)及應(yīng)用

歡迎有機(jī)械電子工程、生物醫(yī)學(xué)工程、神經(jīng)科學(xué)、機(jī)器人學(xué)、機(jī)器學(xué)習(xí)背景的研究生聯(lián)系學(xué)習(xí)和交流，歡迎報(bào)考2027年入學(xué)的碩士、博士名額，2026年名額已滿。



歡迎對(duì)腦機(jī)接口、機(jī)器人、肌電假肢、生物醫(yī)療檢測(cè)設(shè)備有興趣的本科生進(jìn)入課題組學(xué)習(xí)、實(shí)習(xí)，每年計(jì)劃招收3-4名本科生

學(xué)術(shù)期刊 Frontiers in Human Neuroscience 的 Associate Editor (since 2022),
學(xué)術(shù)期刊 IEEE Reviews in Biomedical Engineering 的 Associate Editor (since 2024),
學(xué)術(shù)期刊 IEEE Journal of Biomedical and Health Informatics的 Associate Editor (since 2024),

學(xué)術(shù)期刊 Journal of NeuroEngineering and Rehabilitation的 Associate Editor (since 2025), 

學(xué)術(shù)期刊 IEEE Transactions on Biomedical Engineering的 Associate Editor (since 2025), 

學(xué)術(shù)期刊 Brain Apparatus Communication: A Journal of Bacomics期刊的青年編委 (since 2024)，
學(xué)術(shù)期刊 SmartBot期刊的青年編委 (since 2024），
學(xué)術(shù)期刊 Frontiers in Neuroergonomics 以及 Frontiers in Interventions for Rehabilitation 的Review Editor (since 2021)

IEEE Senior Member in Medicine and Biology Society, IEEE Senior Member in Robotics and Automation Society， Member of Society of Neuroscience

機(jī)械與振動(dòng)全國(guó)重點(diǎn)實(shí)驗(yàn)室成員
中國(guó)生物醫(yī)學(xué)工程學(xué)會(huì)會(huì)員
上海市機(jī)器人學(xué)會(huì)會(huì)員

上海市智能機(jī)器人技術(shù)與裝備重點(diǎn)實(shí)驗(yàn)室（籌）成員

中國(guó)生物材料學(xué)會(huì)-腦機(jī)接口分會(huì)委員

Guest Editor for a special issue in the Brain Connectivity: "Transformative Technologies in Brain-Computer Interfaces: Innovations, Applications, and Challenges" (Co-editor, Christoph Guger, 2024)
Guest Editor for a special issue in the Bioengineering: entitled "Robotics in Medical Engineering" (Co-editor, Junyi Liangjie, Ting Zhang)

Advanced Science、Trends in Neuroscience、IEEE Transactions on Biomedical Engineering、IEEE Transactions on Neural Systems and Rehabilitation Engineering、IEEE Trans. on Robotics, IEEE Journal of Biomedical and Health Informatics、IEEE Trans. on Neural Networks and Learning Systems、IEEE Transactions on Cybernetics、IEEE Trans. on Fuzzy Systems、IEEE Trans. on Cognitive and Developmental Systems、Journal of Neural Engineering, ACM Computing Surveys、Biomedical Signal Processing and Control、Science China Technological Sciences、Scientific Reports、Frontiers in Neuroscience、Frontiers in Human Neuroscience, Neurocomputing、Brain Topography、Brain Connectivity、《中國(guó)科學(xué).技術(shù)科學(xué)》（中文版）、《生物化學(xué)與生物物理進(jìn)展》等多個(gè)中英文專業(yè)期刊審稿人

BCI Award 2020 Jury Member

Technical Committee Chair - 2025 5th International Conference on Human-Machine Interaction (ICHMI 2025)

Cochair - 2025 Workshop of BCI Society | 11th International BCI Meeting, W1: Expanding the experimental paradigms in enhancing BCI performance, (June 2-5, Banff, Canada), 國(guó)際腦機(jī)接口大會(huì)分會(huì)場(chǎng)主持人/報(bào)告人(Lin Yao & Jianjun Meng)

Cochair - 2024 BCI Society | Chen Institute Joint BCI Meeting, (Dec 6-7, Shanghai, China), 國(guó)際腦機(jī)接口大會(huì)分會(huì)場(chǎng)主持人
Cochair - 2024年International Conference on Intelligent Robotics and Applications, ICIRA(智能機(jī)器人與應(yīng)用國(guó)際會(huì)議)分會(huì)場(chǎng)主席
Cochair - 2023年International Conference on Intelligent Robotics and Applications, ICIRA(智能機(jī)器人與應(yīng)用國(guó)際會(huì)議)分會(huì)場(chǎng)主席
2021年第二十七屆機(jī)電一體化與機(jī)器視覺(jué)應(yīng)用國(guó)際會(huì)議(IEEE M2VIP 2021)分會(huì)場(chǎng)主席
Co-organizer of 2021 IROS workshop - Cognitive and social aspects of human multi-robot interaction, website: https://www.kent.edu/cae/hmrs2021

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邀請(qǐng)報(bào)告：

【13】“Motor Imagery-Based Brain-Computer Interface: Its Decoding and Control”，受邀報(bào)告，2025 10th International Conference on Biomedical Signal and Image Processing (ICBIP 2025)，四川，成都

【12】"基于運(yùn)動(dòng)想象的腦機(jī)接口解碼與控制研究"，受邀報(bào)告，2025年2nd BME Mat-Advanced Materials Joint Symposium & International Meeting on Biomedical Engineering (IMBME)，山東，濟(jì)南

【11】“基于想象運(yùn)動(dòng)的解碼及控制研究”，受邀報(bào)告，2024年中國(guó)康復(fù)醫(yī)學(xué)會(huì)“腦機(jī)接口技術(shù)原理及臨床應(yīng)用培訓(xùn)班”（上海市同仁醫(yī)院）
【10】“基于可穿戴多源融合傳感接口的神經(jīng)假肢控制”，受邀報(bào)告（分論壇：上肢智能假肢技術(shù)），2024年國(guó)際康復(fù)工程與輔助技術(shù)大會(huì)暨世界康復(fù)機(jī)器人大會(huì)（i-CREATe & WRRC 2024）
【9】 "基于物理模型及周期性腦波調(diào)制的異步腦機(jī)接口開(kāi)關(guān)研究"，受邀報(bào)告（分論壇：腦機(jī)接口與康復(fù)工程），2024年國(guó)際康復(fù)工程與輔助技術(shù)大會(huì)暨世界康復(fù)機(jī)器人大會(huì)（i-CREATe & WRRC 2024）
【8】“A Model-based Brain Switch via Periodic Brain Rhythm Modulation for Asynchronous Brain-Computer Interfaces，” 受邀報(bào)告（分論壇：腦機(jī)交互智能與融合），2024年"一帶一路"腦健康與腦器交互科技國(guó)際會(huì)議
【7】“基于腦機(jī)接口的機(jī)器人連續(xù)運(yùn)動(dòng)控制”，2023年天津大學(xué)邀請(qǐng)報(bào)告
【6】“基于腦機(jī)接口的機(jī)器人連續(xù)運(yùn)動(dòng)控制”，受邀報(bào)告（分論壇：青年論壇），2022年上海市醫(yī)學(xué)會(huì)數(shù)字醫(yī)學(xué)專科分會(huì)青年委會(huì)成立大會(huì)暨青年學(xué)者學(xué)術(shù)研討會(huì)
【5】“基于混合SSVEP與EOG的注意力解碼”，受邀報(bào)告（分論壇：腦機(jī)交互與神經(jīng)計(jì)算），2021年第40屆中國(guó)控制會(huì)議
【4】“基于頭皮腦電信號(hào)的腦控機(jī)械臂研究”，2021年浙江大學(xué)邀請(qǐng)報(bào)告
【3】“Exploring Fatigue Effects on Performance Variation of Intensive Brain-compute Interface (BCI) Practice，” 受邀報(bào)告（分論壇：Affective Computing and Affective Neuroscience）, the 20th World Congress of Psychophysiology Virtual Conference (2021)
【2】“Brain-computer Interface (BCI) Control of Robotic Devices，” 受邀報(bào)告，2021年BCI Summer School Seminar Talk
【1】“基于腦機(jī)接口的機(jī)械臂控制”，邀請(qǐng)報(bào)告，2019年生物印刷電子技術(shù)研討會(huì)

2026-2028 上海交通大學(xué)“交大之星”醫(yī)工交叉研究基金青年項(xiàng)目 主要參與人（課題骨干）

2026-2029 國(guó)家自然科學(xué)基金面上項(xiàng)目 負(fù)責(zé)人

2024-2027 上海市“科技創(chuàng)新行動(dòng)計(jì)劃”養(yǎng)老科技支撐專項(xiàng)項(xiàng)目 課題負(fù)責(zé)人
2024-2027 國(guó)家自然科學(xué)基金合作創(chuàng)新研究團(tuán)隊(duì)基金，主要參與人（項(xiàng)目骨干）
2023-2026 生命科學(xué)領(lǐng)域中機(jī)器視覺(jué)平臺(tái) 負(fù)責(zé)人
2024-2025 智能控制器優(yōu)化算法與測(cè)試 負(fù)責(zé)人
2023-2024 重點(diǎn)課題假肢控制理論與本體集成研究 主要參與人（課題骨干）
2022-2025 國(guó)家自然科學(xué)基金面上項(xiàng)目 負(fù)責(zé)人
2021-2023 國(guó)家重點(diǎn)研發(fā)計(jì)劃 - 課題負(fù)責(zé)人
2021-2023 上海交通大學(xué)“交大之星”醫(yī)工交叉研究基金青年項(xiàng)目 主要參與人（課題骨干）

2020-2022 上海市浦江項(xiàng)目 負(fù)責(zé)人
2020-2021 機(jī)器人技術(shù)與系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室開(kāi)放課題 負(fù)責(zé)人
2018-2019 機(jī)械系統(tǒng)與振動(dòng)國(guó)家重點(diǎn)實(shí)驗(yàn)室開(kāi)放課題 負(fù)責(zé)人

在機(jī)器人學(xué)、生物醫(yī)學(xué)工程、康復(fù)工程、生機(jī)電一體化和多學(xué)科交叉領(lǐng)域的國(guó)際權(quán)威期刊（如Science Robotics, National Science Review, NeuroImage, IEEE Trans. Biomedical Engineering, IEEE Trans. Neural Sys. & Rehabilitation Engineering,  IEEE Journal of Biomedical Health Informatics, Science China Technological Sciences, Journal of Neural Engineering, Scientific Reports等）發(fā)表和接收SCI檢索論文59篇，包含TBME封面論文1篇, Featured Article 1篇，IEEE Sensors Journal的Featured Article 1篇。曾參編英文專著《Neural Engineering》 3rd Ed, Brain-computer interfaces一個(gè)章節(jié)。

【2026】

Ruijie Luo, Yuehong Huang, Chenxia Xue, Qiuyi Yu, Nantu Hu, Yuxuan Wei, Hongxiang Liu, Haibo Di*, Jianjun Meng*, Decoding Sequence Auditory Expectations for Clinical Diagnosis and Prognosis of Prolonged Disorders of Consciousness, (TBD)

XinDong Xu, and Jianjun Meng, Automated Blood Fractionation Components Segmentation Based on Dual-Illumination Cross-Modal Unidirectional Attention, (TBD)

Jianjun Meng*#, Shang Shi#, Weichao Guo, Xiangyang Zhu, An Evaluation of Pattern Recognition-based Neural Prosthetic Control in Multiple Arm Positions and Sessions, (TBD)

Yuxuan Wei, Ruijie Luo, Yuchen Xia, Ximing Mai, Xiangyang Zhu, and Jianjun Meng, Rhythmic motor imagery boosts accuracy and efficiency in noninvasive brain-computer interfaces, (TBD)

Jianjun Meng*, Xiangyang Zhu, Decoding of Movement Intention Using Brain-Computer Interface for Stroke Patients' Hand Rehabilitation: A Systematic Review, (TBD)

Yuxuan Wei#, Jianjun Meng#, Ximing Mai, Ruijie Luo, Utilizing Temporal Characteristics to Enhance the EEG Motor Decoding Performance Based on Steady-State Movement-Related Rhythms, (TBD)

[61] Xianwei Meng#, Jianjun Meng#, Guohong Chai, Xinjun Sheng, and Xiangyang Zhu, Discrete tactile feedback Based on Weier's Law Enhances Prosthetic hand Approaching Performance Under Divided Visual Attention, IEEE Trans on Neural Systems and Rehabilitation Engineering, 2026, (34), 674 - 685.

[60] Xingyi Zhong#, Guangye Li#*, Ce Xu, Ruijie Luo, Jianjun Meng, Gerwin Schalk*, Detection of Eye Movements and Eye Blinks Using a Portable Two-Channel EEG Platform, Journal of Neuroscience Methods, 425(2026),  110616.

[59] Ruijie Luo#, Jianjun Meng#*, Yuxuan Wei, Ximing Mai, Guangye Li, Outcome processing response coupled to feedback-related EEG dynamics during discrete and continuous performance monitoring, Journal of Neuroscience Methods, 426(2026),  110629.

【2025】

[58] Yuchen Xia#, Jianjun Meng?#, Yuxuan Wei, Songwei Li, Ximing Mai, Ruijie Luo, and Xiangyang Zhu, A Potential Field Shared Control Approach for Virtual Wheelchair Navigation via Brain-Computer Interface, Journal of Neural Engineering, (2025). 22 066037.

[57] Xu Wang#, Jianjun Meng#*, Yuxuan Wei, Fan Wang, Xiangyang Zhu, Yan Zhuo*, Characterizing the neural representations and decoding performance of foot rhythmic motor execution or imagery guided by action observation, Journal of Neural Engineering, 2025, 22(4), 046029.

[56] Shang Shi#, Jianjun Meng#, Zongtian Yin, Weichao Guo, Xiangyang Zhu, A robust neural prosthetic control strategy against arm position variability and fatigue based on multi-sensor fusion, Journal of Neural Engineering, (2025), 22(3), 036052.

[55] Zongtian Yin, Chen Chen, Jianjun Meng, and Xiangyang Zhu, Track the motor unit activities across movements by combining high-density surface electromyography with ultrafast ultrasound, Computers in Biology and Medicine, 2025, 193, 110325.

[54] Ximing Mai#, Jianjun Meng#, Yi Ding, Ruijie Luo, Yuxuan Wei, Yuchen Xia, Xiangyang Zhu, Cuntai Guan, SGNet: Unseen SSVEP Response Generation from Stimulus for Cross-stimulus Transfer in SSVEP-BCIs, IEEE Trans on Neural Systems and Rehabilitation Engineering, 2025, 33: 1460 - 1472.

[53] Zongtian Yin#, Jianjun Meng#, Shang Shi, Weichao Guo, Han Ding, Honghai Liu, A Wearable Multisensor Fusion System for Neuroprosthetic Hand, IEEE Sensors Journal, 2025 25(8),12547-12588, (Featured Article)

[52] Zongtian Yin#, Chen Chen#, Han Ding, Xiangyang Zhu and Jianjun Meng*, An Improved Blind Source Separation Algorithm for Decoding the Mechanical Spatiotemporal Responses of Motor Unitis, Science China Technological Sciences, 2025, 68(5): 1520303.

[51] Jianjun Meng*, Yuxuan Wei, Ximing Mai, Songwei Li, Xu Wang, Ruijie Luo, Minghao Ji, and Xiangyang Zhu, Paradigms and Methods of Noninvasive Brain-computer interfaces in Motor or Communication Assistance and Rehabilitation: A Systematic Review, Medical & Biological Engineering & Computing (MBEC), 2025, 1-25.

[50] Songwei Li#, Jianjun Meng#, Yuxuan Wei and Xiangyang Zhu, Vibrotactile-based Brain Switch via a Virtual Physical System Model, Science China Technological Sciences, 2025, 68(4) : 118–127.

[49] Jianjun Meng#, Songwei Li#, Guangye Li, Ruijie Luo, Xinjun Sheng, Xiangyang Zhu, Improving Reliability of Life Applications Using Model-Based Brain Switches via SSVEP,  IEEE Trans on Biomedical Engineering, 2025, 72(5), 1636-1644.

[48] Yuxuan Wei#, Jianjun Meng#, Ruijie Luo, Ximing Mai, Songwei Li, Yuchen Xia  and Xiangyang Zhu, Action Observation with Rhythm Imagery (AORI): A Novel Paradigm to Activate Motor-Related Pattern for High-Performance Motor Decoding, IEEE Trans on Biomedical Engineering, 2025, 72(3), 1085- 1096. (Featured Article, https://www.embs.org/tbme/featured-articles/, or https://www.embs.org/tbme/articles/action-observation-with-rhythm-imagery-aori-a-novel-paradigm-to-activate-motor-related-pattern-for-high-performance-motor-decoding/   )

【2024】

[47] Jianjun Meng#, Songwei Li#, Guangye Li, Ruijie Luo, Xinjun Sheng, Xiangyang Zhu, A Model-based Brain Switch via Periodic Motor Imagery Modulation for Asynchronous Brain-Computer Interfaces, Journal of Neural Engineering, 21.4 (2024): 046035.

[46] Xu Wang, Yu Zheng, Fan Wang, Han Ding, Jianjun Meng, Yan Zhuo, Unilateral Movement Decoding of Upper and Lower Limbs Using Magnetoencephalography, Biomedical Signal Processing and Control, 93 (2024): 106215.

[45] En Lai, Songwei Li, Ximing Mai and Jianjun Meng, High-Frequency Discrete-Interval Binary Sequence in Asynchronous c-VEP-based BCI for Visual Fatigue Reduction, IEEE Journal of Biomedical and Health Informatics, 2024, 28(5), 2769-2780.

[44] Ruijie Luo, Ximing Mai and Jianjun Meng, Effect of Motion State Variability on Error-related Potentials during Continuous Feedback Paradigms: towards Multiple Events Detection, Journal of Neuroscience Methods, 2024, 401, 109982.

[43]  Ximing Mai, Jikun Ai, Minghao Ji, Xinjun Sheng, Jianjun Meng, Xiangyang Zhu, A Hybrid BCI Combining SSVEP and EOG and its Application for Continuous Wheelchair Control, Biomedical Signal Processing and Control, 2024, 88:105530.

【2023】

[42]  Ximing Mai, Jikun Ai, Xiangyang Zhu and Jianjun Meng, Phase-locked Time-Shift Data Augmentation Method for SSVEP Brain-Computer Interfaces, IEEE Trans on Neural Systems and Rehabilitation Engineering, 2023, 31: 4096 - 4105.

[41]  Yuxuan Wei, Xu Wang, Ruijie Luo, Ximing Mai, Songwei Li and Jianjun Meng, Decoding movement frequency and limb based on steady-state movement-related rhythm from noninvasive EEG, Journal of Neural Engineering, 2023,  20(6), 066019.

[40] Ximing Mai, Xinjun Sheng, Xiaokang Shu, Yidan Ding, Xiangyang Zhu and Jianjun Meng, A Calibration-free Hybrid Approach Combining SSVEP and EOG for Continuous Control, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 31: 3480 - 3491.

[39] Guangye Li#, Shize Jiang#, Jianjun Meng, Zehan Wu, Haiteng Jiang, Zhen Fan, Jie Hu, Xinjun Sheng, Dingguo Zhang, Gerwin Schalk, Liang Chen, and Xiangyang Zhu, Spatio-temporal Evolution of Human Neural Activity During Visually-cued Hand Movements. Cerebral Cortex (2023): bhad242.

[38] Jikun Ai#, Jianjun Meng#, Ximing Mai, Xiangyang Zhu, BCI control of robotic arm based on SSVEP with moving stimuli for reach and grasp tasks. IEEE Journal of Biomedical and Health Informatics, 2023, 27(8), 3818-3829.

[37] Chen Chen, Yang Yu, Xinjun Sheng, Jianjun Meng, and Xiangyang Zhu, Mapping Individual Motor Unit Activity to Continuous three-DoF Wrist Torques: Perspectives for Myoelectric Control. IEEE Trans on Neural Systems and Rehabilitation Engineering, 31 (2023): 1807-1815.

[36] 魏玉烜，江曦源，王旭，蔡正祥，江海騰，孟建軍，腦源成像技術(shù)及其應(yīng)用研究進(jìn)展.《中國(guó)科學(xué).技術(shù)科學(xué)》.54. no. 2 (2024): 196-224.

[35] Ning Jiang, Chen Chen, Jiayuan He, Jianjun Meng, Lizhi Pan, Shiyong Su, and Xiangyang Zhu, Bio-robotics Research for Non-invasive Myoelectric Control Neural-interfaces for Prosthetic Control - A Ten-year Perspective Review. National Science Review. 10, no. 5 (2023): nwad048.

[34] Chen Chen, Yang Yu, Xinjun Sheng, Jianjun Meng, Xiangyang Zhu, Real-time hand gesture recognition by decoding motor unit discharges across multiple motor tasks from surface electromyography, IEEE Trans on Biomedical Engineering, 2023, 7(70):2058-2068.

【2022】

[33] Shiyong Su, Guochong Chai, Wei Xu, Jianjun Meng, Xinjun Sheng, Andre Mouraux and Xiangyang Zhu, Neural evidence for functional roles of tactile and visual feedback in the application of myoelectric prosthesis, Journal of Neural Engineering 20, no. 1 (2023): 016038.

[32] Junyi Duan, Songwei Li, Li Ling, Ning Zhang, Jianjun Meng, Exploring the Effects of Head Movements and accompanying Gaze Fixation Switch on  steady-state visual evoked potential, Frontiers in Human Neuroscience, 16:943070, 2022

[31] Zontian Yin, Hanwei Chen, Xingchen Yang, Yifan Liu, Ning Zhang, Jianjun Meng, Haihong Liu, A Wearable ultrasound interface for prosthetic hand control, IEEE Journal of Biomedical and Health Informatics, 26(11), 2022, 5384-5393.

[30] Tian, S., Wang, M., Ma, H., Huang, P., Dai, N., Sun, Y., & Meng, J.  Efficient tooth gingival margin line reconstruction via adversarial learning. Biomedical Signal Processing and Control, 2022(78), 103954.

[29] Guangye Li, Shize Jiang, Jianjun Meng, Guohong Chai, Zehan Wu, Zhen Fan, Jie Hu, Xinjun Sheng, Dingguo Zhang, Liang Chen and Xiangyang Zhu, Assessing differential representation of hand movements in multiple domains using stereo-electroencephalographic recordings, NeuroImage, 2022(250), 118969

[28] Jianjun Meng#, Zehan Wu#, Songwei Li, Xiangyang Zhu, Effects of Gaze Fixation on the performance of a Motor imagery-based Brain-Computer Interface , Frontiers in Human Neuroscience, 15:773603, 2022

[27] Shiyong Su, Guochong Chai, Jianjun Meng, Xinjun Sheng, Andre Mouraux and Xiangyang Zhu, Towards optimizing the non-invasive sensory feedback interfaces in a neural prosthetic control, Journal of Neural Engineering, 2022(19),016028

【2021】

[26] Songwei Li#, Junyi Duan#, Yu Sun, Xinjun Sheng, Xiangyang Zhu and Jianjun Meng, Exploring Fatigue Effects on Performance Variation of Intensive Brain-Computer Interface (BCI) Practice, Frontiers in Neuroscience, 15:773790, 2021

【2020】

[25] He B., Yuan H., Meng J.J., Gao S.K., 'Brain-computer interfaces' in Neural Engineering, 3rd Edition, 2020.

[24] Suma D., Meng J., Edelman B., He B., 'Spatial-temporal aspects of continuous EEG-based neurorobotic control', Journal of Neural Engineering, 2020, 17(6) 066006.

[23] Su, S.Y., Chai, G.H., Sheng, X.J., Meng, J.J. & Zhu X.Y. ‘Contra-lateral desynchronized alpha oscillations linearly correlate with discrimination performance of tactile acuity,’ Journal of Neural Engineering, 2020, 17(4), 046041.

[22] Qi, P., Gao, L.Y., Meng, J.J., Thakor, N., Bezerianos, A., Sun, Y., ‘Effects of Rest-Break on Mental Fatigue Recovery Determined by a Novel Temporal Brain Network Analysis of Dynamic Functional Connectivity’, IEEE Transactions on Neural Systems and Rehabilitation Engineering 28.1 (2019): 62-71.

【2019】

[21] Edelman B1, Meng J.#, Suma D.#, Zurn C., Nagarajan E., Baxter B., Cline C.C. & He B. Noninvasive neuroimaging to enhance continuous neural tracking for robotic device control. Science Robotics. 4, eaaw6844 (2019). co-second author.
[20] Meng, J.J., He, B. ‘Exploring training effect in 42 human subjects using a non-invasive sensorimotor rhythm based online BCI’, Frontiers in Human Neuroscience, 13:128. 2019.
[19] Shu, X.K., Chen S.G., Meng, J.J., Yao L., Sheng X.J., Jia J., Farina D. & Zhu X. Y. Tactile Stimulation Improves Sensorimotor Rhythm-based BCI performance in Stroke Patients, IEEE Trans on Biomedical Engineering, 66(7), 2019, 1987-1995.

【2018】

[18] Meng J., Streitz, T., Gulachek, N., Suma, D. & He, B. Three-dimensional Brain-computer Interface control through simultaneous overt spatial attentional and motor imagery tasks. IEEE Trans on Biomedical Engineering, 65(11), 2018, 2417-2427. (Cover Article and Featured Story)

[17] Edelman B1#, Meng J1#, Gulachek, N., Cline, C. & He, B. Exploring cognitive flexibility with a noninvasive BCI using simultaneous steady-state visual evoked potentials and sensorimotor rhythms. IEEE Trans on Neural systems and rehabilitation engineering, 26(5), 2018, 936-947. co-first author
[16] Meng, J.J., Edelman., B.J., Olsoe, J., Jacobs, G., Zhang, S.Y., Beyko, A. & He, B. ‘A Study of the Effects of Electrode Number and Decoding Algorithm on Online EEG-Based BCI Behavioral Performance’, Frontiers in Neuroscience, 12 (2018): 227.

【2017】
[15] Meng, J.J., Mundahl, J., Streitz, T., Maile, K., Gulachek, N., He, J. & He, B. ‘Effects of Soft Drinks on Resting State EEG and Brain-Computer Interface Performance’, IEEE Access, 5 (2017): 18756-18764.

【2016】
[14] Meng, J.J., Zhang, S.Y., Bekyo, A., Olsoe, J., Baxter, B. & He, B. ‘Noninvasive Electroencephalogram Based Control of a Robotic Arm for Reach and Grasp tasks’, Sci. Rep. 6, 38565 (2016).

【2015】
[13] Meng, J.J., Yao, L., Sheng, X.J. Zhang, D.G. & Zhu, X.Y. ‘Simultaneously optimizing spatial spectral features based on mutual information for EEG classification,’ IEEE Trans on Biomedical Engineering, 62(1), 2015, 227-240.
[12] Yao, L., Meng, J.J., et al. ‘A novel calibration and task guidance framework for motor imagery BCI via a tendon vibration induced sensation with kinesthesia illusion’, Journal of neural engineering, 12.1 (2015): 016005.
[11] Shu, X.K., Yao, L., Meng, J.J., Sheng, X.J., & Zhu, X.Y. ‘Visual Stimulus Background Effects on SSVEP-Based BCI Towards a Practical Robot Car Control’, International Journal of Humanoid Robotics, 12(02), (2015),1550014.

【2014】
[10] Meng, J.J., Sheng, X.J., Zhang, D.G. & Zhu X.Y. ‘Improved Semi-supervised Adaptation for a Small Training DataSet in the Brain-Computer Interface,’ IEEE Journal of Biomedical Health Informatics, 18(4), 2014, 1461-1472.
[9] Yao, L., Meng, J.J., et al. ‘Combining Motor Imagery with ive Sensation toward a Hybrid-Modality BCI’, IEEE Trans on Biomedical Engineering, 61(8), 2014, 2304 - 2312.
[8] Sun, Y., Lim, J.L., Meng, J.J., et al. ‘Discriminative Analysis of Brain Functional Connectivity Patterns for Mental Fatigue Classification’, Annals of Biomedical Engineering, 40(10), 2014, 2084 – 2094.

【2010 - 2013】
[7] Meng, J.J., Huang, G., Zhang, D.G., & Zhu, X.Y. Optimizing Spatial Spectral Patterns jointly with Channel Configuration for Brain-Computer Interface，Neurocomputing, 2013(104), 115-126.
[6] Yao, L., Meng, J.J., et al. ‘ive Sensation based Brain-Computer Interface via Mechanical Vibrotactile Stimulation’, Plos ONE, 2013,8(6):e64784.
[5] Liu, G., Zhang, D.G., Meng, J.J., et al.. ‘Unsupervised adaptation of electroencephalogram signal processing based on fuzzy C-means algorithm’, International Journal of Adaptive Control and Signal Processing, 2012, 26(6): 482-495.
[4] Huang, G., Zhang, D.G., Meng, J.J., et al. ‘Interactions between two neural populations: A mechanism of chaos and oscillation in neural mass model’. Neurocomputing 74(6): 1026-1034 (2011).
[3] Liu, G., Huang, G., Meng, J.J., et al. ‘A Frequency-weighted Method Combined with CSP for EEG Classification in Brain-computer Interface’, Biomedical Signal Processing and Control, 2010, 5:174-180.
[2] Liu, G., Huang, G., Meng, J.J., et al. ‘Improved GMM with Parameter Initialization for Unsupervised Adaptation of Brain-Computer Interface’, International Journal for Numerical Methods in Biomedical Engineering, 2010, 26(6): 681-691.
[1] Huang, G., Liu, G.Q., Meng, J.J., et al. ‘Model Based Generalization Analysis of Common Spatial Pattern in Brain Computer Interfaces’, Cognitive Neurodynamic, 2010, 4(3):217-223.

中文期刊論文：
[2] Meng, J. J., Sheng, X. J., Yao, L., & Zhu, X. Y. Common spatial spectral pattern for motor imagery tasks in small channel configuration. 中國(guó)生物醫(yī)學(xué)工程學(xué)報(bào), 2013, 32(5), 553-561.
[1] Guo, J.J., Meng J.J., and Ding H. ‘Multi-channel IP instrument for monitoring electric parameters.’ 電測(cè)與儀表 Vol. 45 No.506 (2008): 013.


--------------------------------------會(huì)議論文-------------------------------------------

【2026】



【2025】

[20] Ji, M., Meng, J., Li, S., Zhang, L., (2025, August) Asynchronous Multimodal EEG-Based BCI for Complicated Object Grasping Task with Interference by a Robotic Arm. 10th International Conference on Biomedical Signal and Image Processing (ICBIP) (pp. 1-8). IEEE

[19] Luo, R., Wei, Y., Mai, X., Li, G., Meng, J., (2025, August)A Physiology-Informed Training Protocol for Cross-Paradigm Transfer Learning in ErrP-Based Brain-Computer Interface. In International Conference on Intelligent Robotics and Applications (pp. 411-422). Singapore: Springer Nature Singapore.

[18] Zhong, X., Xu, C., Luo, R., Meng, J., Schalk, G., Li, G., (2025, June) Toward Eye Tracking via Forehead-Wearable EEG: an Evaluation of Electrode Placements and Reference Schemes. 2025 International Symposium on Intelligent Robotics and Systems (ISoIRS) (pp. 1-6). IEEE.

【2024】

[17] Li, S., Meng, J. (2024, Nov). Exploring the Effects of Different Windowing Methods on Asynchronous SSVEP-based Brain-computer Interface. In: The IEEE ROBIO (pp. 1395-1400) 2024.

[16] Meng, X., Meng, J., (2024, July). A Miniature Programmable Multichannel Sensory Feedback Device with Electrotactile and Vibrotactile Modalities for Amputees. In International Conference on Intelligent Robotics and Applications (pp. 372-386). Singapore: Springer Nature Singapore.

【2023】

[15] Lai, E., Mai, X., Meng, J., (2023, Nov). (2023, December). High-performance Deep Neural Network Pretrained with Contrastive Learning for Asynchronous High-frequency c-VEP Detection. In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp. 2515-2521). IEEE.

[14] Ai, J., Mai, X., Meng, J., & Zhu, X. (2023, July). Exploring the Characteristics of Steady-state Visual Evoked Potentials Elicited by Moving Visual Flicker. In 2023 IEEE International Conference on Real-time Computing and Robotics (RCAR) (pp. 304-309). IEEE.

[13] Li, Y., Yin, Z., Zhang, T., & Meng, J. (2023, July). Decoding Discrete Gestures Across Different Arm Positions Based on Multimodal Fusion Strategy. In International Conference on Intelligent Robotics and Applications (pp. 331-342). Singapore: Springer Nature Singapore.

[12] Ji, M., Shi, S., Zhu, M., Li, S., & Meng, J. (2023, July). A Brain-Controlled Spherical Robot Based on Augmented Reality (AR). In International Conference on Intelligent Robotics and Applications (pp. 343-352). Singapore: Springer Nature Singapore.

【2022】

[11] Zontian Yin, Hanwei Chen, Xingchen Yang, Yifan Liu, Ning Zhang, Jianjun Meng, Haihong Liu. Wearable Ultrasound Interface for Prosthetic Hand Manipulation. In: , et al. Intelligent Robotics and Applications. ICIRA 2022. Lecture Notes in Computer Science. Vol 13457, pp. 3-12, 2022.
[10] X. Mai, X. Sheng, X. Shu, Y. Ding, J. Meng, and X. Zhu, A Hybrid Asynchronous Brain-Computer Interface Combining SSVEP and EOG Signals for Rapid Target Recognition, Intelligent Robotics and Applications, Lecture Notes in Computer Science, pp. 760-770, 2022.

【2021】

[9] Ding, Y., Xie, P., Li, S., & Meng, J., EEG activity under different speeds and prompt types in motor imagery and motor execution. IEEE 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP) (pp. 175-180).  November, 2021

【Before 2021】

[8] Mundahl, J., Meng, J., He, J., & He, B. (2016, August). Soft drink effects on sensorimotor rhythm brain computer interface performance and resting-state spectral power. In 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1520-1523). IEEE.

[7] Yao, L., Shu, X., Meng, J., Zhang, D., Sheng, X., & Zhu, X. (2013, November). Enhanced motor imagery based brain-computer interface via unilateral wrist vibrotactile stimulation. In 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER) (pp. 29-32). IEEE.

[6] Yao, L., Sheng, X., Meng, J., Zhang, D., & Zhu, X. (2013, July). Mechanical vibrotactile stimulation effect in motor imagery based brain-computer interface. In 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 2772-2775). IEEE.

[5] He, J., Zhang, D., Sheng, X., Meng, J., & Zhu, X. (2013, July). Improved discrete fourier transform based spectral feature for surface electromyogram signal classification. In 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 6897-6900). IEEE.

[4] Shu, X., Yao, L., Meng, J., Sheng, X., & Zhu, X. (2013). Visual stimulus background effects on SSVEP-based brain-computer interface. In Intelligent Robotics and Applications: 6th International Conference, ICIRA 2013, Busan, South Korea, September 25-28, 2013, Proceedings, Part I 6 (pp. 453-462). Springer Berlin Heidelberg.

[3] Dong, W. H., Meng, J., & Luo, Z. (2011, November). Real-time estimation of human's intended walking speed for treadmill-style locomotion interfaces. In 2011 8th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) (pp. 14-19). IEEE.

[2] Liu, G., Huang, G., Meng, J., Zhang, D., & Zhu, X. (2009, December). Unsupervised adaptation based on fuzzy c-means for brain-computer interface. In 2009 First International Conference on Information Science and Engineering (pp. 4122-4125). IEEE.

[1] Meng, J., Liu, G., Huang, G., & Zhu, X. (2009, December). Automated ing subset of channels based on CSP in motor imagery brain-computer interface system. In 2009 IEEE International conference on robotics and biomimetics (ROBIO) (pp. 2290-2294). IEEE.

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【2】專利名稱: METHODS AND SYSTEMS FOR NONINVASIVE MIND-CONTROLLED DEVICES, Pub. No. US2021/0018896 A1
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【9】專利名稱：基于周期性運(yùn)動(dòng)想象任務(wù)的異步腦機(jī)接口開(kāi)關(guān)控制方法，申請(qǐng)?zhí)枺?02211541466.3
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【2】軟件著作權(quán)：基于多窗口在線視覺(jué)刺激的腦機(jī)接口實(shí)驗(yàn)軟件[簡(jiǎn)稱：刺激顯示軟件] V1.0 軟件登字第8181748號(hào)
【1】軟件著作權(quán)：智能假肢上位機(jī)軟件[簡(jiǎn)稱：上位機(jī)軟件]V1.0 軟件登字第2024SR0841838