姓名：段峰

职称：教授

一、教育经历

2006.10-2009.09东京大学精密机械工学工学博士学位

2004.10-2006.09东京大学精密机械工学工学硕士学位

2002.09-2004.07天津大学动力机械及工程工学硕士学位

1998.09-2002.07天津大学热力发动机工学学士学位

二、工作经历

2010.03-2016.12 南开大学副教授

2016.12-至今南开大学教授

2022.03-2022.08国家自然科学基金委员会信息学部三处兼聘

2024.04-至今南开大学医学院副院长

三、研究方向

研究领域：

1）脑机接口

2）垂直起降飞行器

3）人工冬眠

主持的科研课题：

1. 国家重点研发计划“学习与记忆神经环路机制与应用关键技术研究”, 起止日期 2025.01-2026.12，项目负责人

2. 国家重点研发计划 “全方位移动外骨骼机器人关键技术及应用研究”, 起止日期 2019.08-2021.07，项目负责人

3. 国家自然科学基金重点项目 “无创深部脑刺激对提升人体运动能力的影响及其机制研究”, 起止日期 2020.01-2024.12，项目负责人

4. 国家自然科学基金面上项目 “基于人体运动意识与运动机能特性的步行辅助机器人协调控制系统研究”，起止日期 2017.01-2020.12，项目负责人

5. 天津市杰出人才培养项目 “介入式脑机接口技术研究”, 起止日期 2024.10-2029.10，项目负责人

6. 天津杰出青年科学基金“基于人体运动意识与机能特性的步行康复机器人协调控制系统研究”，起止日期 2018.10-2022.09，项目负责人

四、学术兼职

1. 天津市第二新华中学科技副校长

2. 第一届工业和信息化部脑机接口标准化技术委员会委员

3. 中国科学技术学会科普专家

4. 天津市普通高校本科教学指导委员会委员

5. 中国人工智能学会智能机器人专业委员会第七届委员会委员

6. 中国技术市场协会医疗器械科技创新专业委员会专家委员会委员

7. 天津海外联谊会理事

8. 天津市技术市场协会理事

五、主要论文

[1] Feng Duan*, Yikang Yang, “Recognizing Missing Electromyography Signal by Data Split Reorganization Strategy and Weight-Based Multiple Neural Network Voting Method,” IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 5, pp. 2070-2079, 2021. DOI: 10.1109/TNNLS.2021.3105595.

[2] Hao Jia, Fan Feng, Cesar F. Caiafa, Feng Duan*, Yu Zhang, Zhe Sun*, Jordi Solé-Casals*, “Multi-class Classification of Upper Limb Movements with Filter Bank Task-related Component Analysis,” IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 8, pp. 3867-3877, DOI: 10.1109/JBHI.2023.3278747, 2023.

[3] Feng Duan, Lili Dai, “Recognizing the Gradual Changes in sEMG Characteristics Based on Incremental Learning of Wavelet Neural Network Ensemble,” IEEE Transactions on Industrial Electronics, vol. 64, no. 5, pp. 4276-4286, 2017. DOI: 10.1109/TIE.2016.2593693.

[4] Feng Duan*, Lili Dai, Wennan Chang, Zengqiang Chen, Chi Zhu*, Wei Li, “sEMG-Based Identification of Hand Motion Commands Using Wavelet Neural Network Combined with Discrete Wavelet Transform,” IEEE Transactions on Industrial Electronics, vol. 63, no. 3, pp. 1923-1934, 2016. DOI: 10.1109/TIE.2015.2497212.

[5] Jin Zhang, Fan Feng, Pere Marti-Puig, Cesar F. Caiafa, Zhe Sun, Feng Duan*, Jordi Solé-Casals*, “Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-Dimensional Signals Based on Serialization,” Information Sciences, vol. 581, no. 2021, pp. 215-232, December 2021. DOI: 10.1016/j.ins.2021.09.033.

[6] Feng Duan*, Zihao Huang, Zhe Sun*, Yu Zhang, Qibin Zhao, Andrzej Cichocki, Zhenglu Yang, Jordi Solé-Casals*, “Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 10, pp. 2164-2172, 2020. DOI: 10.1109/TNSRE.2020.3014951.

[7] Zhihao Ru, Feng Duan*, “Hierarchical Spatial-Temporal Window Transformer for Pose-Based Rodent Behaviour Recognition,” IEEE Transactions on Instrumentation & Measurement, vol. 73, no. 1, 2024. DOI: 10.1109/TIM.2024.3379081.

[8] Wenzhi Wang, Yuqing Mao, Feng Duan*, The Design of a Layered Brain-Computer Interface System with Target Identification Module to Control Home Service Robot, IEEE Robotics and Automation Letters, vol. 9, no. 6, pp. 5943-5949, 2024, DOI:10.1109/LRA.2024.3392491.

[9] Jie Zhang, Zhe Sun, Feng Duan*, Liang Shi, Yu Zhang, Jordi Solé-Casals*, Cesar F. Caiafa*, “Cerebral Cortex Layer Segmentation Using Diffusion Magnetic Resonance Imaging In vivo With Applications to Laminar Connections and Working Memory Analysis,” Human Brain Mapping, vol. 43, no. 17, pp. 5220-5234, 2022, DOI: 10.1002/hbm.25998.

[10] Feng Duan*, Jianing Xue, Zhe Sun, Xuyi Chen, Yu Liu, and Hiroshi Yokoi, “A Novel Waterproof sEMG Electrode Based on Conductive Silicone for Underwater Signal Recognition,” IEEE Sensors Journal, vol. 21, no. 18, pp. 20388-20397, September 15, 2021. DOI: 10.1109/JSEN.2021.3095118.

[11] Zhao Zhang, Shuning Han, Huaihai Yi, Feng Duan*, Fei Kang, Zhe Sun, Jordi Solé-Casals*, Cesar F. Caiafa, “A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials,” Cognitive Computation, vol. 15, no. 1, pp. 159-175, DOI: 10.1007/s12559-022-10051-1, 2022.

[12] Binghua Li, Zhiwen Zhang, Feng Duan*, Zhenglu Yang, Qibin Zhao, Zhe Sun*, Jordi Solé-Casals*, “Component-mixing Strategy: A Decomposition-based Data Augmentation Algorithm for Motor Imagery Signals,” Neurocomputing, vol. 465, no. 2021, pp. 325–335, 2021. DOI: 10.1016/j.neucom.2021.08.119.

[13] Yu Feng, Fuyong Wang*, Feng Duan*, Zhongxin Liu, Zengqiang Chen, “Anonymous Privacy-Preserving Consensus via Mixed Encryption Communication,” IEEE Transactions on Circuits and Systems II: Express Briefs, 2022. DOI: 10.1109/TCSII.2022.3144389.

[14] Jin Zhang, Fan Feng, Tianyi Han, Xiaoli Gong, Feng Duan*, “Detection of Autism Spectrum Disorder using fMRI Functional Connectivity with Feature Selection and Deep Learning,” Cognitive Computation, Early Access, 2022. DOI: 10.1007/s12559-021-09981-z.

[15] Ying Tan, Zhe Sun, Feng Duan*, Jordi Sol´e-Casals，Cesar F. Caiafa, “A Multimodal Emotion Recognition Method Based on Facial Expressions and Electroencephalography,” Biomedical Signal Processing and Control, vol. 70, 2021. DOI: 10.1016/j.bspc.2021.103029.

[16] Jin Zhang, Fan Feng, Tianyi Han, Feng Duan*, Zhe Sun*, Cesar F. Caiafa, Jordi Solé-Casals*, “A Hybrid Method to Select Morphometric Features Using Tensor Completion and F-Score Rank for Gifted Children Identification,” Science China-Technological Sciences, vol. 64, no. 9, pp. 1863-1871, SEP 2021. DOI: 10.1007/s11431-020-1876-3.

[17] Feng Duan*, Hao Jia, Zhiwen Zhang, Fan Feng, Ying Tan, Yangyang Dai, Andrzej Cichocki, Zhenglu Yang, Cesar F. Caiafa*, Zhe Sun*, and Jordi Sol´e-Casals*, “On the Robustness of EEG Tensor Completion Methods,” Science China-Technological Sciences, vol. 64, no. 9, pp. 1828-1842, SEP 2021. DOI: 10.1007/s11431-020-1839-5.

[18] Feng Duan, Qi Gao*, Chi Zhu, Ryu Kato, Tamio Arai, “An Assembly-Skill-Transferring Method for Cellular Manufacturing System – Part I: Verification of the Proposed Method for Motor Skill,” IEEE Transactions on Automation Science and Engineering, vol. 10, no. 2, pp. 465-470, 2013. DOI:10.1109/TASE.2013.2240680.

[19] Feng Duan*, Jeffrey Too Chuan Tan, Ji Gang Tong, Ryu Kato, Tamio Arai, “Application of the Assembly Skill Transfer System in an Actual Cellular Manufacturing System,” IEEE Transactions on Automation Science and Engineering, vol. 9, no. 1, pp. 31-41, 2012. DOI: 10.1109/TASE.2011.2163818.

[20] Hao Cheng,·Feng Duan*, Maochang He, “Spiking Memory Policy with Population-encoding for Partially Observable Markov Decision Process Problems,” Cognitive Computation, vol. 15, no. 4, pp. 1153-1166, 2022. DOI: 10.1007/s12559-022-10030-6.

[21] Yikang Yang, Jia Ren, Feng Duan*, “The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition,” Cognitive Computation, 2022. DOI: 10.1007/s12559-022-10027-1.

[22] Feng Duan1*, Hao Jia1, Zhe Sun*, Kai Zhang, Yangyang Dai, Yu Zhang, “Decoding Premovement Patterns with Task-Related Component Analysis,” Cognitive Computation, vol. 13, no. 5, pp. 1389-1405, 2021. DOI: 10.1007/s12559-021-09941-7.

六、讲授课程

1. 电机与拖动基础

2. 交叉学科前沿

3. 信息科学前沿

七、联系方式
1． 通讯地址：天津市卫津路94号南开大学医学院216室
2． E-mail：duanf@nankai.edu.cn