姜乃夫 博士 中国科学院深圳先进技术研究院 研究员
电子邮件： nf.jiang@siat.ac.cn
通信地址： 深圳市南山区学苑大道1068号神经工程中心
邮政编码： 518055
研究领域
围绕运动-感觉功能障碍康复的脑/肌-机器接口技术研究：
（1）运动功能障碍康复：多模态生理数据驱动的运动意图识别与疲劳/损伤评估、脑/肌控康复机器人
（2）感觉功能障碍康复：老年慢性肌肉骨骼疼痛/脑卒中后疼痛的智能诊断与康复、疼痛脑/外周无创神经调控
广东省百名博士博士后创新人物、深圳市孔雀高层次人才团队核心成员、“孔雀计划”海外高层次人才、南山区“领航人才”、IEEE会员、国际计算智能学会理事、中国生物医学工程学会 康复工程分会青年副主任委员/生物医学传感技术分会委员、中国康复医学会智能康复专业委员会青年工作组委员、中国指挥与控制学会医工结合专委会委员、中国中医药信息学会临床研究分会委员、广东省康复医学会 智能康复技术与转化分会常务理事/脑功能检测与调控康复分会理事、深圳市康复医学会疼痛康复专委会常务委员。已在IEEE Transactions on Neural Systems and Rehabilitation Engineering、IEEE Transactions on Biomedical Engineering、Advanced Materials、JNER、Spine等发表高水平论文50余篇，已申请或授权发明专利10余项，PCT国际专利3项，并主持获批了国家自然科学基金、国家重点研发计划子课题、广东省自然科学基金、深圳市基础研究项目等多项重要科研项目，还作为核心成员参与承担了国家自然科学基金-重大科研仪器研制项目/联合基金重点项目/国际合作与交流项目等重大科研项目。已承担多个国内外重要会议的地方组织主席、分会主席等组织工作，还获邀为国自然、广东省科技厅、深圳市科创委等项目评审专家。
招生信息
招收生物医学工程，电子信息工程，自动化，计算机科学，心理学，康复医学等相关方向的研究生，也欢迎感兴趣的外单位相关专业在读研究生联系实习，实习详细信息可访问 https://muchong.com/t-16160109-1。
目前研究组成员信息可访问 https://www.labxing.com/lab/1914/home
招生专业
招生方向
教育背景
工作经历
工作简历
社会兼职
2025-01-02-今,中国康复医学会智能康复专业委员会, 青年委员
2024-08-03-今,深圳市康复医学会疼痛康复专业委员会, 常务委员
2024-01-20-今,广东省康复医学会智能康复技术与转化分会, 常务理事
2023-11-22-今,中国中医药信息学会临床研究分会, 理事
2023-05-18-今,中国生物医学工程学会生物医学传感技术分会, 委员
2023-04-19-今,中国生物医学工程学会康复工程分会, 青年副主任委员
2020-11-11-今,广东省康复医学会脑功能检测与调控康复分会, 理事
专利与奖励
奖励信息
专利成果
出版信息
2026 Publications:
(1) Jixu Huang#, Lan Tian#, Han Cui, Pengxu Sun, Yonggang Liang, Peng Fang, Guanglin Li*, Naifu Jiang*, Lower Back Muscle Fatigue Recognition Based on the Fusion-Information of Multi-Channel sEMG and fNIRS Simultaneous Recordings, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2026, 34:1506-1517.
(2) Guangfa Xiang, Jianwei Xia, Xinling Wei, Yonggang Liang, Yifeng Lin, Rui Luo, Guanglin Li, Minghong Sui*, Naifu Jiang*, Zhiyuan Liu*, Functional Assessment of Hemifacial Spasm Using a Whole-face Surface Electromyography Electrode Array, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2026, 34:1528-1538.
(3) Jianwei Xia, Xinling Wei, Guangfa Xiang, Jinting Ma, Rui Luo, Peng Hu, Yuanyuan Wu, Naifu Jiang*, Minghong Sui*, Guqiang Li*, Assessment of Neuro-Musculo-Vascular Activity in Hemiplegic Shoulder Pain: A Multimodal Study with HD-sEMG, Ultrasonography, and Laser Speckle Imaging, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2026, 34:490-499.
(4) Xinling Wei, Jianwei Xia, Rui Luo, Peng Hu, Yuanyuan Wu, Jia Liu, Luping Song, Naifu Jiang*, Minghong Sui*, Combining transcranial direct current stimulation and computerized cognitive training for post-stroke cognitive recovery: Study protocol for a randomized controlled trial with optimized temporal intervention sequences, Plos One, 2026, 21(3):e0342761.
2025 Publications:
(1) Jinting Ma#, Lifen Wang#, Yiyun Tan, Jintao Chen, Naiwen Zhang, Lihai Tan, Guanglin Li, Minghong Sui, Naifu Jiang*, Guo Dan*, Post-stroke Fine Hand Motion Intention Recognition Based on sEMG Decomposition and Residual Spiking Neural Networks, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2025, 33:4147-4158.
(2) Jinting Ma, Lifen Wang, Renxiang Wu, Naiwen Zhang, Jing Wei, Jianjun Li, Qiuyuan Li, Lihai Tan, Guanglin Li, Naifu Jiang*, Guo Dan*, A multi-label deep residual shrinkage network for high-density surface electromyography decomposition in real-time, Journal of NeuroEngineering and Rehabilitation, 2025, 22:106.
(3) Xiaoyun Li#, Richu Jin#, Xuejing Lu, Yilin Zhan, Naifu Jiang, Weiwei Peng*, Alpha Transcranial Alternating Current Stimulation Modulates Pain Anticipation and Perception in a Context-Dependent Manner, Pain, 2025, 166(5):1157-1166.
(4) Xue Deng*, Naifu Jiang, Zhaoying Huang, Qi Wang, Cortical Activation and Functional Connectivity Response to Different Interactive Modes of Virtual Reality (VR)-Induced Analgesia: A Prospective Functional Near-Infrared Spectroscopy (fNIRS) Study, Journal of Pain Research, 2025, 18:1095-1108.
(5) Lifen Wang, Jinting Ma, Jintao Chen, Yiyun Tan, Naifu Jiang*, Guo Dan*, Gesture Recognition via Transient sEMG Decomposition and Residual Spiking Neural Network, 9th International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII), Zhuhai, China, 2025.10.31-11.03.
(6) Yonggang Liang, Pengxu Sun, Guangfa Xiang, Jixu Huang, Guanglin Li, Peng Fang*, Naifu Jiang*, Using Microneedle Array Electrodes for Transcutaneous Temporal Interference Stimulation: A Pilot Study on Sensory Threshold and Electroencephalogram, 10th International Conference on Biomedical Signal and Image Processing (ICBIP), Chengdu, China, 2025.8.01-8.03.
(7) Chengsi Hu, Chengsi Hu, Qing Liu, Qing Liu, Junhong Luo, Junhong Luo, Yiqing Lu, Yiqing Lu, Naifu Jiang, Guanglin Li, Yaping Huai, Yongcheng Li*, Can ICA-Based Artifact Removal Affect Deep Learning Decoding Accuracy? Yes!, 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 2025.7.14-2025.7.18.
2024 Publications:
(1) Naifu Jiang#, Lin Wang#, Dashuai Wang, Peng Fang, Xinyu Wu*, Guanglin Li*, Loading Recognition for Lumbar Exoskeleton Based on Multi-Channel Surface Electromyography from Low Back Muscles, IEEE Transactions on Biomedical Engineering, 2024, 71(7):2154-2162.
(2) Naifu Jiang#, Dashuai Wang#, Xinyu Ji, Lin Wang, Xinyu Wu*, Guanglin Li*, Effect Analysis of Wearing an Lumbar Exoskeleton on Coordinated Activities of the Low Back Muscles Using sEMG Topographic Maps, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32:259-270.
(3) Li Wang, Bing-Yao Huang, Xiao-Min Xie, Di Sang, Tian-Hui Tan, Guang-Lin Li, Xue-Mei Cao*, Nai-Fu Jiang*, A randomized controlled trial investigating the impact of a single flash cupping session on patients with chronic lower back pain using multichannel surface electromyographic assessment, Journal of Back and Musculoskeletal Rehabilitation, 2024, 37(3):617-628.
(4) Guangfa Xiang#, Minghong Sui#, Naifu Jiang#, Rui Luo, Jianwei Xia, Xinling Wei, Yifeng Lin, Xingyu Li, Zixiang Cai, Junxia Lin, Shipei Li, Wanyi Chen, Yang Zhao*, Lin Yang*, The progress in epidemiological, diagnosis and treatment of primary hemifacial spasm, Heliyon, 2024, 10(19):e38600.
(5) Yuanzhe Dong, Yuxiang Zhang, Qingge Li, Jianping Huang, Xiangxin Li, Naifu Jiang, Guanglin Li, Wenyuan Liang, Peng Fang*, Assessment of TENS-evoked Tactile Sensations for Transradial Amputees via EEG Investigation, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32:3261-3269.
(6) Jianyu Fu, Shanyong Huang, Jianglang Cao, Jianping Huang, Debin Xu, Naifu Jiang, Xiangxin Li, Guanglin Li, Peng Fang*, Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32:2460-2469.
(7) Pengxu Sun, Xuemei Cao, Weiwei Peng, Guang Ouyang, Peng Fang, Guanglin Li, Deqi Huang*, Naifu Jiang*, Prognostic Prediction of Electroacupuncture for Low Back Pain based on Surface Electromyographic Map and CNN-SE Model, 10th International Symposium on Test Automation & Instrumentation (ISTAI 2024), Shenzhen, China, 2024.8.14-2024.8.16.
(8) Yuxiang Zhang, Jianglang Cao, Yuanzhe Dong, Qingge Li, Jianping Huang, Naifu Jiang, Guanglin Li, Wenyuan Liang*, Peng Fang*, Restoration of Tactile Sensation for Prosthetic Users by Non-Invasive Electrical Stimulation and Assessment with EEG, 2024 IEEE International Conference on Real-time Computing and Robotics (RCAR), Alesund, Norway, 2024.06.24-2024.06.28.
2023 Publications:
(1) Yuanzhe Dong, Xi Tang, Qingge Li, Yingying Wang, Naifu Jiang, Lan Tian, Yue Zheng, Xiangxin Li, Shaofeng Zhao, Guanglin Li*, Peng Fang*, An Approach for EEG Denoising Based on Wasserstein Generative Adversarial Network, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 31:3524-3534.
(2) Qiong Tian#, Hang Zhao#, Xin Wang#, Ying Jiang, Mingxing Zhu, Huoerhute Yelemulati, Ruijie Xie, Qingsong Li, Rui Su, Zhengshuai Cao, Naifu Jiang, Jianping Huang, Guanglin Li*, Shixiong Chen*, Xiaodong Chen*, Zhiyuan Liu*, Hairy-Skin-Adaptive Viscoelastic Dry Electrodes for Long-Term Electrophysiological Monitoring, Advanced Materials, 2023, 2211236:1-11.
(3) Qingge Li, Yuanzhe Dong, Yuxiang Zhang, Xin Wang, Naifu Jiang, Jianping Huang, Han Cui, Lan Tian, Yue Zheng, Xiangxin Li, Lin Wang, Guanglin Li, Wenyuan Liang*, Liang Peng*, and Peng Fang*, A Preliminary Study on the Functional Coupling between Nerve and Blood Microcirculation for Applications in Rehabilitation Robots, 2023 IEEE International Conference on Robotics and Biomimetics (ROBIO 2023), Samui, Thailand, 2023.12.04-2023.12.09.
(4) Yuanzhe Dong; Xi Tang; Naifu Jiang; Jun Xie*; Wenyuan Liang; Peng Shang*; Guanglin Li*; Peng Fang*, Evoking and Evaluation of Non-invasive Sensory Feedback for Applications in Neural Rehabilitation: A Pilot Study, 2023 IEEE International Conference on Real-time Computing and Robotics (RCAR), Datong, China, 2023.07.17-2023.07.20.
(5) Xi Tang, Qingge Li, Yao Tang, Lan Tian, Yue Zheng, Xiangxin Li, Naifu Jiang, Peng Shang*, Guangli Li, Liang Peng*, Peng Fang*, A Pilot Study on Coupling Behaviors of Limb Movements and Brain Activation Based on EEG and fNIRS Synchronization Information, 2023 IEEE International Conference on Real-time Computing and Robotics (RCAR), Datong, China, 2023.07.17-2023.07.20.
(6) Lan Tian, Yue Zheng, Naifu Jiang, Haoshi Zhang, Yan Liu, Xiangxin Li*, Guanglin Li*, An intelligent prosthetic system for EMG pattern recognition based prosthesis control, 2022 IEEE International Conference on Cyborg and Bionic Systems (CBS), Wuhan, China, 2023.03.24-2023.03.26.
2022 Publications:
(1) Wei Wang#, Naifu Jiang#, Lijun Teng, Minghong Sui, Lin Wang, Guanglin Li*, Synergy Analysis of Back Muscle Activities in Patients with Adolescent Idiopathic Scoliosis Based on High-Density Electromyogram, IEEE Transactions on Biomedical Engineering, 2022, 69(6):2006-2017.
(2) Minghong Sui#, Naifu Jiang#, Luhui Yan#, Chenxi Zhang, Jiaqing Liu, Tiebin Yan, Guanglin Li*, Analysis of muscular electrical activity and blood perfusion of upper extremity in patients with hemiplegic shoulder pain: a pilot study, Neural Plasticity, 2022, 2022(5253527):1-11.
(3) Yingying Wang, Peng Fang*, Xi Tang, Naifu Jiang, Lan Tian, Xiangxin Li, Yue Zheng, Jianping Huang, Oluwarotimi Williams Samuel, Hui Wang, Kai Wu, Guanglin Li*, Effective Evaluation of Finger Sensation Evoking by Non-invasive Stimulation for Sensory Function Recovery in Transradial Amputees, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30:519-528.
(4) Xue Deng, Chu-Yao Jian, Qing-Lu Yang, Naifu Jiang, Zhao-Yin Huang, Shao-Feng Zhao*, The Analgesic Effect of Different Interactive Modes of Virtual Reality: A Prospective Functional Near-infrared Spectroscopy (fNIRS) Study, Frontiers in Neuroscience, 2022, 16:1033155.
2021 Publications:
(1) Naifu Jiang#, Lin Wang#, Zhen Huang, Guanglin Li*, Mapping Responses of Lumbar Paravertebral Muscles to Single-Pulse Cortical TMS Using High-Density Surface Electromyography, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021, 29:831-840.
(2) Minghong Sui#, Naifu Jiang#, Luhui Yan#, Jiaqing Liu, Bin Luo, Chenxi Zhang, Tiebin Yan, Yun Xiang*, Guanglin Li*, Effect of Electroacupuncture on Shoulder Subluxation in Poststroke Patients with Hemiplegic Shoulder Pain: A Sham-Controlled Study Using Multidimensional Musculoskeletal Ultrasound Assessment, Pain Research and Management, 2021, 5329881:1-9.
(3) Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Naifu Jiang, Deogratias Mzurikwao, Yue Zheng, Kelvin K. L. Wong*, Luca Vollero, Guanglin Li*, Decoding Movement Intent Patterns based on Spatiotemporal and Adaptive Filtering Method towards Active Motor Training in Stroke Rehabilitation Systems, Neural Computing and Applications, 2021, 33:4793-4806.
(4) Jian Wang, Karuo Hirota, Bei Pan, Yaping Dai, Zhiyang Jia*, Naifu Jiang*, A Multi-Scale Layer-Channel Attention Network for Image Super-Resolution, 2021 China Automation Congress (CAC), Beijing, China, 2021.10.22-2021.10.24.
(5) Yingying Wang, Xi Tang, Naifu Jiang, Lan Tian, Yue Zheng, Xiangxin Li, Jun Xie, Guanglin Li*, Peng Fang*, Evaluation of Phantom Finger Sensation Evoked by Electrical Stimulation for Transradial Amputee: A Case Study, 2021 IEEE International Conference on Real-time Computing and Robotics (RCAR), Xining, China, 2021.07.15-2021.07.19.
(6) 黄剑平, 姜乃夫, 李沅衡, 王 玮, 陈世雄, 杨万章, 李光林*. 高密度表面肌电对青少年特发性脊柱侧凸患者竖脊肌协同活动的评估[J]. 中国脊柱脊髓杂志, 2021, (6):502-509, 519.
2020 Publications:
(1) Naifu Jiang, Jinsong Wei, Guangsheng Li, Bo Wei, Frank F. Zhu, Yong Hu*, Effect of dry-electrode-based transcranial direct current stimulation on chronic low back pain and low back muscle activities: A double-blind sham-controlled study, Restorative Neurology and Neuroscience, 2020, 38(1):41-54.
(2) Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Xiangxin Li, Naifu Jiang, Oluwagbenga Paul Idowu, Yanbing Jiang, Yanjuan Geng, Ali H. Al-Timemy, Guanglin Li*, A Robust Multi-Channel EEG Signals Preprocessing Method for Enhanced Upper Extremity Motor Imagery Decoding, 2020 IEEE International Conference on Mechatronics and Automation (ICMA), Beijing, China, 2020.10.13-2020.10.16.
(3) Naifu Jiang, Jinwei Xue, Yanjuan Geng, Han Cui, Guanglin Li*, A novel virtual reality rehabilitation system for upper-extremity amputee by fusion analysis of sEMG and depth image data. 9th International Symposium on Computational Intelligence and Industrial Applications (ISCIIA), Beijing, China, 2020.10.31-2020.11.03.
(4) Han Cui, Weizheng Zhong, Mingxing Zhu, Naifu Jiang, Xingxian Huang, Kai Lan, Liyu Hu, Shixiong Chen, Zhuoxin Yang, Haibo Yu, Guanglin Li*, Facial Electromyography Mapping in Healthy and Bell’s Palsy Subjects: A High-Density Surface EMG Study. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Montréal, Canada, 2020.7.20-2020.7.24.
2019 Publications:
(1) Han Cui, Yanjuan Geng, Oluwarotimi Williams Samuel, Naifu Jiang, Kaifeng Guo, Zhen Huang*, Guanglin Li*, 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, 33:1292– 1306.
(2) Naifu Jiang, Jinwei Xue, Guanglin Li*, Assessment of Lumbar Muscles Coordinated Activity Based on High-Density Surface Electromyography: A Pilot Study, 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019.7.23-2019.7.27.
(3) 王迎英, 姜乃夫, 彭雨辉, 张玉彬, 谢俊, 方鹏*, 李光林*. 基于电刺激的上肢截肢者诱发手指幻肢感初步研究[J]. 集成技术, 2019, 8(4): 1-13.
2018 Publications:
(1) Naifu Jiang, Guangsheng Li, Jinsong Wei, Bo Wei, Frank F. Zhu, Yong Hu*, Transcranial direct current stimulation of the primary motor cortex on postoperative pain and spontaneous oscillatory electroencephalographic activity following lumbar spine surgery: A pilot study, Restorative Neurology and Neuroscience, 2018, 36(5):605-620.
2017 Publications:
(1) Naifu Jiang, Keith Dip-Kei Luk, Yong Hu*, A Machine Learning Based Surface Electromyography Topography Evaluation for Prognostic Prediction of Functional Restoration Rehabilitation in Chronic Low Back Pain, Spine, 2017, 42(21):1635-1642.
(2) Yue Wei, Yanjuan Geng*, Wenlong Yu, Oluwarotimi Williams Samuel, Naifu Jiang, Hui Zhou, Xin Guo, Xiaoqiang Lu, Guanglin Li, Real-time Classification of Forearm Movements Based on High Density Surface Electromyography, 2017 IEEE International Conference on Real-Time Computing and Robotics (RCAR), Okinawa, Japan, 2017.7.14-2017.7.18.
Before 2017 Publications:
(1) Naifu Jiang, Lan Tian, Peng Fang, Yaping Dai, Guanglin Li*, Motion Recognition for Simultaneous Control of Multifunctional Transradial Prostheses, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, 2013.7.3-2013.7.7.
(2) Naifu Jiang, Yaping Dai, Xueying Li, Ying Jin*, Research on virtual reality based on RRR-I, 24th Chinese Control and Decision Conference (CCDC), Taiyuan, P.R. China, 2012.5.23-2012.5.25.
(3) Kun Mao, Xueying Li, Naifu Jiang, Fancheng Meng, Ying Jin, Yaping Dai*, The design and implementation of the passive upper limb rehabilitation robot based on magnetic powder brakes, 2011 International Symposium on IT in Medicine and Education (ITME), Guangzhou, P.R. China, 2011.12.9-2011.12.11.
(4) 田岚, 姜乃夫, 李光林*, 基于微处理器的多功能肌电假肢控制系统[J], 集成技术, 2013, 2(4):14-19.
科研活动
科研项目
参与会议
合作情况
项目协作单位
香港大学、北京理工大学、深圳大学、苏州大学、华中科技大学协和深圳医院、深圳市中医院、中山大学附属第八医院、南方医科大学深圳医院、北京大学深圳医院等
指导学生
现指导学生
窦铭扬 硕士研究生 085406-控制工程