李蒙蒙

作者: 时间:2023-03-14 点击数:

       

李蒙蒙

副教授、硕士生导师

电子邮箱:

limengmeng@zzu.edu.cn

办公室:

电气与信息工程学院1216

研究方向:

脑机接口、神经解码与调控、机器学习、计算智能

教育背景

2017/09-2022/06,郑州大学,电气工程学院,博士

2021/04-2022/04,德国波鸿鲁尔大学,认知神经科学研究所,联合培养博士

2014/09-2017/06,郑州大学,电气工程学院,硕士

2010/09-2014/06,郑州大学,电气工程学院,学士

工作经历

Ø2025/12-至今,郑州大学,电气与信息工程学院,副教授

Ø2022/10-2025/12,郑州大学,电气与信息工程学院,讲师

学术兼职

Ø河南省康复医学会智能装备与产品转化分会委员

ØEarly Career Research Member of Journal of Integrative Neuroscience

ØGuest Editor for Frontiers in Behavioral Neuroscience

ØGuest Editor for Animals

奖励与荣誉

Ø2024年,河南省教育厅优秀科技论文一等奖

Ø2023年,河南省教育厅优秀科技论文一等奖

Ø2023年,河南省优秀博士学位论文

Ø2022年,河南省优秀毕业研究生

Ø2021年,河南省第五届自然科学学术奖优秀学术论文三等奖

Ø2024-2025学年郑州大学优秀班主任

Ø2023-2024学年电气与信息工程学院“三育人”先进个人

科研项目

Ø(主持)国家自然科学基金青年项目(62301496),2024.01-2026.12

Ø(主持)中国博士后科学基金特别资助项目(2025T180781,2025.07-2027.07

Ø(主持)国家资助博士后研究人员计划项目(GZC20232447),2024.01-2025.12

Ø(主持)河南省科技攻关项目(252102311095,2025.01-2026.12

代表文章

Ø近三年发表的SCI收录论文(第一作者或通讯作者):

[1]Yunyang Liu, Wenbo Xue, Long Yang, Mengmeng Li*. Deep learning-based EEG emotion recognition: A review. Brain Sciences, 2026, 16(1): 41.(SCI三区,JCR Q3)

[2]Long Yang, Mengmeng Li*, Lifang Yang, Zhenlong Wang, Zhigang Shang*. Hippocampal LFP responses during pigeon homing flight in outdoors. Journal of Neuroscience, 2025, 45(30): e0185252025.(SCI二区TOP,JCR Q2,Nature Index收录)

[3]Mengmeng Li, Lifang Yang, Yuhuai Liu*, Zhigang Shang*, Hong Wan*. Dynamic temporal neural patterns based on multichannel LFPs identify different brain states during anesthesia in pigeons: Comparison of three anesthetics. Medical & Biological Engineering & Computing, 2024, 62(11): 3249–3262.(SCI二区,JCR Q2)

[4]Mengmeng Li, Long Yang, Zhenlong Wang, Yuhuai Liu, Hong Wan*, Zhigang Shang*. Progress of micro-stimulation techniques to alter pigeon's motor behavior: A review from the perspectives of neural basis and neuro-devices. Brain Sciences, 2024, 14(4): 339.SCI三区,JCR Q3)

[5]Lifang Yang†, Fuli Jin†, Long Yang, Jiajia Li, Zhihui Li, Mengmeng Li*, Zhigang Shang*. The hippocampus in pigeons contributes to the model-based valuation and the relationship between temporal context states. Animals, 2024, 14(3): 431. (SCI二区,JCR Q1)

[6]Lifang Yang†, Long Yang†, Haofeng Wang, Mengmeng Li*, Zhigang Shang*. From perception to action: brain-to-brain information transmission of pigeons. Journal of Bionic Engineering, 2024, 21(6): 2913-2923.(SCI三区,JCR Q1,中国科技期刊卓越行动计划梯队期刊)

[7]Long Yang, Xi Chen, Lifang Yang, Mengmeng Li*, Zhigang Shang*. Phase–amplitude coupling between theta rhythm and high-frequency oscillations in the hippocampus of pigeons during navigation. Animals, 2024, 14(3): 439. (SCI二区,JCR Q1)

[8]Long Yang†, Erteng Ma†, Lifang Yang, Mengmeng Li*, Zhigang Shang*. Decoding typical flight states based on neural signals from the midbrain motor nuclei of pigeons. Journal of Integrative Neuroscience, 2024, 23(4): 72.(SCI区,JCR Q3)

[9]Fuli Jin†, Lifang Yang†, Long Yang, Jiajia Li, Mengmeng Li*, Zhigang Shang*. Dynamics learning rate bias in pigeons: insights from reinforcement learning and neural correlates. Animals, 2024, 14(3): 489. (SCI二区,JCR Q1)

[10]Suchen Li, Zhuo Tang, Lifang Yang, Mengmeng Li*, Zhigang Shang*. Application of deep reinforcement learning for spike sorting under multi-class imbalance. Computers in Biology and Medicine, 2023, 164: 107253.(SCI一区TOP,JCR Q1)

[11]Mengmeng Li, Jiantao Fan, Lubo Lin, Zhigang Shang*, Hong Wan*. Elevated gamma connectivity in nidopallium caudolaterale of pigeons during the spatial path adjustment. Animals, 2022, 12(8): 1019.(SCI二区,JCR Q1)

[12]Mengmeng Li, Jiantao Fan, Shuguan Cheng, Zhigang Shang*, Hong Wan*. Disarrangement and reorganization of the hippocampal functional connectivity during the spatial path adjustment of pigeons. BMC Zoology, 2022, 7: 54.(SCI三区,JCR Q2)

[13]Mengmeng Li, Shuguan Cheng, Jiantao Fan, Zhigang Shang*, Hong Wan*. Many heads are better than one: A multiscale neural information feature fusion framework for spatial route selections decoding from multichannel neural recordings of pigeons. Brain Research Bulletin, 2022, 184: 1-12.(SCI三区,JCR Q2)

Ø近三年发表的中文核心和EI收录论文(第一作者或通讯作者):

[1]李蒙蒙, 薛文博, 刘云扬, 何雨碟, 岳彩通*, 李志辉, 尚志刚. 面向情绪识别任务的EEG特征提取研究综述[J]. 中国生物医学工程学报, 2025, 44(4): 465-477.(中文核心,CSCD收录)

[2]万红, 谷智元, 李蒙蒙*. 基于COP的太极桩功足底压力特征提取及分析[J]. 郑州大学学报(工学版), 2025, 46(4): 70-75.(中文核心)

[3]李蒙蒙, 杨龙, 杨莉芳, 刘玉怀, 万红, 尚志刚*. 鸽子在动物机器人领域的研究进展[J]. 中国实验动物学报, 2024, 32(2): 248-253.(中文核心,CSCD扩展版)

[4]尚志刚, 杜需需, 杨莉芳, 李蒙蒙*. 不同距离迫近时鸽子脑室纤维膜周围灰质脑区局部场电位节律差异性[J]. 科学技术与工程, 2024, 24(25): 10708-10714.(中文核心)

[5]李蒙蒙, 杨中良, 岳彩通, 万红, 李志辉, 尚志刚*. 基于最小成分本征向量子空间投影的近邻分类算法[J]. 科学技术与工程, 2024, 24(36): 15511-15517.(中文核心)

[6]Mengmeng Li, Zhiyuan Gu, Hong Wan*. Digital interpretation of Tai Chi basic skills based on surface electromyography feature analysis. Proceedings of the 2024 Fourth International Conference on Biomedicine and Bioinformatics Engineering (ICBBE 2024), Bellingham: Society of Photo-Optical Instrumentation Engineers (SPIE), 2024, 1325205.(EI会议

[7]Mengmeng Li, Jianbo Zhang, Hong Wan*. Relationship between the long-term practice of Tai Chi stance with neural patterns of the brain: An exploratory study. Proceedings of the 2024 Chinese Automation Congress. CAC 2024. Washington: IEEE, 2024. 146-149.(EI会议

[8]Zhigang Shang, Lifang Yang, Mengmeng Li*. Two-step Thompson sampling for multi-armed bandit problem. Proceedings of the 43rd Chinese Control Conference (CCC 2024), Washington: IEEE, 2024, 5802-5805.(EI会议

其他信息

Ø学术报告:2025年度“脑机与神经调控”中德高层次科技创新学术研讨会ICBBE 2024(Best Oral Presentation Award)CCC 2024、2024年郑州大学控制科学与工程学科博士后发展论坛、在体多通道神经电生理技术培训、黄淮学院智能制造学院专题报告、Academic Seminar of Chinese CSC Students and Scholars in the German-French Region

Ø国际学术会议任职:Session Co-Chair of 2024 43rd Chinese Control Conference (CCC 2024)PC Member of 26th-32nd International Conference on Neural Information Processing (ICONIP 2019-2025)TPC Member of 2024-2026 International Joint Conference on Neural Networks (IJCNN 2024-2026)TPC Member of 2024 8th International Conference on Electronic Information Technology and Computer Engineering (EITCE 2024)

Ø国际学术期刊审稿人:一区期刊:IEEE Transactions on Neural Networks and Learning Systems、Research、Cyborg and Bionic SystemsSwarm and Evolutionary ComputationEngineering Applications of Artificial Intelligence、Computers in Biology and Medicine、IEEE Journal of Biomedical and Health Informatics,二区期刊:Neural NetworksMachine Learning-Science and Technology、iScienceIEEE Signal Processing LettersApplied Animal Behaviour Science,三区和四区期刊:Brain Research BulletinPhysics in Medicine and Biology、Data & Knowledge EngineeringFrontiers in Human NeuroscienceJournal of Integrative NeuroscienceInternational Journal of ControlSTAR Protocols等

Ø国际学术会议审稿人:2024-2026 International Joint Conference on Neural Networks (IJCNN 2024-2026), 26th-32nd International Conference on Neural Information Processing (ICONIP 2019-2025), and 2021-2024 China Automation Congress (CAC 2021-2024)

Ø指导学生:2023年、2024年、2025年分别指导本科生获评系、院、校优秀毕业论文,2024年获批校大学生创新创业训练计划项目。

Ø欢迎联系:欢迎对脑机接口、神经解码与调控、机器学习和计算智能感兴趣的同学联系,我们一道聆听神经元的交响乐,探索脑机智能的融合!


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