李孟 博士

发布时间:2026年06月03日 浏览次数:

李孟 博士

教授 / 研究组长

研究方向:人工智能与脑科学交叉领域研究

电子邮件:li.meng@mail.sim.ac.cn


教育经历

1999 - 2003 哈尔滨工程大学 工学学士

2003 - 2005 哈尔滨工业大学 工学硕士

2005 - 2009 哈尔滨工业大学 工学博士

工作经历

2009.10 - 2018.2   美国佐治亚医学院大脑与行为破译研究中心 博士后研究员

2018.3 – 2019.8    美国哈佛大学 博士后研究员

2019.9 – 2021.5    德国马克普朗克学会生物控制论研究所 研究科学家

2021.6 - 至今        中国科学院上海微系统与信息技术研究所 研究员

2025.4 - 至今        南方医科大学 教授

研究概述

入选国家级、中科院及上海市高层次人才计划,担任中国神经科学学会神经调控基础与转化分会委员、中国计算机学会人机交互专业委员会执行委员、国家神经疾病医学中心iBRAIN脑机接口数据联盟学术委员会委员。长期从事人工智能与脑科学交叉领域研究,在全脑尺度解析大脑信息处理机理,研发面向人机交互与脑机接口应用的高通量神经编解码算法与系统。具体方向:脑机接口核心数据平台研发;AI赋能的脑机接口算法研究;基于自由活动斑马鱼成像平台的大脑破译与类脑智能研究。

代表性文章

1. Li, J.H., Chen, X., Shen, F.Q., Chen, J.R., Liu, Y.X., Zhang, D.Z., Yuan, Z.Z., Zhao, F., Li, M. *, Yang, Y. * Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics. IEEE Reviews in Biomedical Engineering 2025.

2. Chen, K., Wu, Z.H., Xu, Y.H., Wang, R.J., Jiang, S.Z., Chen, L., Zhao, F., Mao, Y., Li, M. A Neuromorphic System Based on Spiking-Timing Dependent Plasticity for Evaluating Wakefulness and Anesthesia States using Intracranial EEG Signals. VIEW 2025.

3. Liu, J.X., Cheng, H., Wang, S., Zhao, F., Li, M. NeRF dynamic scene reconstruction based on motion, semantic information and inpainting. Neurocomputing 2025.

4. Ye, Y.F., Tian, Y., Liu, H.F., Liu, J.X., Zhou, C.K., Xu, C.J., Zhou, T., Nie, Y.Y., Wu, Y., Qin, L.M., Zhou, Z.T., Wei, X.L., Zhao, J.L., Wang, Z.Y.*, Li, M.*, Tao, H.*, Sun, L.Y.* High-Precision, Low-Threshold Neuromodulation with Ultraflexible Electrode Arrays for Brain-to-Brain Interfaces. Exploration 2025.

5. Li, H.F., Fan, C.Y., Chen, K., Xie, H.Y., Yang, G.H., Li, H.Z., Ji, X.D., Wu, Y., Li, M. Brain Activation During Motor Preparation and Execution in Patients with Mild Cognitive Impairment: An fNIRS Study. Brain Sciences 2025.

6. Fan, C.Y., Li, H.F., Chen, K., Yang, G.H., Xie, H.Y., Li, H.Z., Wu, Y., Li, M. Brain compensatory activation during Stroop task in patients with mild cognitive impairment: a functional near-infrared spectroscopy study. Frontiers in Aging Neuroscience 2025.

7. Yang, C.Y., Mammen, L., Kim, B., Li, M., Robson, D.N., Li, J.M. A population code for spatial representation in the zebrafish telencephalon. Nature 2024.

8. Yang, H.R, Zhu, Z.Y., Ni, S.Y., Wang, X.Y., Nie, Y.Y., Tao, C., Zou, D.J., Jiang, W.Q., Zhao, Y., Zhou, Z.T., Sun, L.Y., Li, M.*, Tao, H.*, Liu, K.Y.*, Wei, X.L.* Silk Fibroin-based Bioelectronic Devices for High-Sensitivity, Stable, and Prolonged in vivo Recording. Biosensors and Bioelectronics 2024.

9. Wang, X.Y., Xu, M.L., Yang, H.R., Jiang, W.Q., Jiang, J.B., Zou, D.J., Zhu, Z.Y., Tao, C., Ni, S.Y., Zhou, Z.T., Sun, L.Y., Li, M., Nie, Y.Y., Zhao, Y., He, F., Tao, H., Wei, X.L. Ultraflexible Neural Electrodes Enabled Synchronized Long-Term Dopamine Detection and Wideband Chronic Recording Deep in Brain. ACS nano 2024.

10. Wang, X.E., Bai, G., Liang, J.Z., Xie Q.Y., Chen, Z.H., Zhou, E.D., Li, M., Wei, X.L., Sun, L.Y., Zhang Z.Y., Yang, C., Tao, H. Gustatory Interface for Operative Assessment and Taste Decoding in Patients with Tongue Cancer. Nature Communications 2024.

11. Zhou, C.K., Tian, Y., Li, G., Ye, Y.F., Gao, L.S., Li, J.Z., Liu, Z.W., Su, H.Y., Lu, Y.X., Li, M., Zhou, Z.T., Wei, X.L., Qin, L.M., Tao, H., Sun, L.Y. Through-polymer, via technology-enabled, flexible, lightweight, and integrated devices for implantable neural probes. Microsystems & Nanoengineering 2024.

12. Cheng, Q., Li, G., Tian, Y., Wang, H., Ye, Y.F., Zhou, C.K., Xu, C.J., Nie, Y.Y., Yang, H.R., Zhou, Z.T., Li, M., Wei, X.L., Liu, Q.G., Tao, H., Sun, L.Y. Highresolution recording of neural activity in epilepsy using flexible neural probes. Advanced Materials Technologies 2023.

13. Zhou, Y., Gu, C., Liang, J.Z., Zhang, B.H., Yang, H.R., Zhou, Z.T., Li, M., Sun, L.Y., Tao, H., Wei, X.L. A silk-based self-adaptive flexible opto-electro neural probe. Microsystems & Nanoengineering 2022.

14. Marques, J.C.*, Li, M.*, Schaak, D., Robson, D.N., Li, J.M. Internal state dynamics shape brain-wide activity and foraging behavior. Nature 2020.


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