王毅泓,男,副教授、博士生导师,国家高层次青年人才计划入选者
招生专业:数学(硕、博),动力学与控制(博)、自动化(博) 教授课程:高等数学、线性代数、人工智能与机器学习、计算神经科学导论、神经网络与类脑计算、概率论与数理统计专题选讲 办公地点:徐汇校区第八教学楼 Email:wangyihong@ecust.edu.cn
一、主要研究方向 1. 计算神经科学、神经动力学、数据驱动的动力学建模分析 2. 脑启发人工智能、仿脑智能控制 3. 应用数学、神经科学和人工智能的前沿交叉问题、AI for Science
二、代表性科研项目 国家自然科学基金青年项目B类(优青) | 2027.1-2029.12 | 主持 | 国家自然科学基金面上项目 | 2025.1-2028.12 | 主持 | 国家自然科学基金面上项目 | 2022.1-2025.12 | 主持 | 国家自然科学基金青年项目 | 2019.1-2021.12 | 主持 | 上海市自然科学基金探索项目 | 2019.11-2022.7 | 主持 |
三、代表性论文 Ruikang Sun, Yihong Wang*, et al. Controllability, control energy and state transitions in functional brain networks based on data-constrained dynamical modeling. Nonlinear Dynamics, 2026. Ruibang Li, Yihong Wang*, et al. A neuro-inspired visual SLAM approach using AKAZE feature extraction in complex and dynamic environments. Cognitive Neurodynamics, 2026. Yihong Wang, Jianbiao Hu, Shuang Xu, et al. Computational modeling of head direction cells in three-dimensional space: directional encoding and visual cue manipulation. bioRxiv, 2026. Rubin Wang*, Yihong Wang*, Xuying Xu, Yuanxi, Li, Xiaochuan, Pan. Brain works principle followed by neural information processing: a review of novel brain theory. Artificial Intelligence Review, 56: 285-350. Xuying Xu, Yihong Wang*, Rubin Wang. The place cell activity in three-dimensional space generated by multiple grid cell inputs. Nonlinear Dynamics, 108: 1719-1731. Xuying Xu, Zhenyu, Zhu, Yihong Wang*, Rubin Wang*, Wanzeng Kong, Jianhai Zhang. Odor pattern recognition of a novel bio-inspired olfactory neural network based on kernel clustering. Communications in Nonlinear Science and Numerical Simulation, 109: 106274. Yihong Wang, Xuying Xu*, Xiaochuan Pan, Rubin Wang. Grid cell activity and path integration on 2-D manifolds in 3-D space. Nonlinear Dynamics, 104: 1767–1780. Yihong Wang, Xuying Xu*, Rubin Wang. Modeling the grid cell activity on non-horizontal surfaces based on oscillatory interference modulated by gravity. Neural Networks, 141: 199-210. Yihong Wang, Xuying Xu*, Rubin Wang. The place cell activity is information-efficient constrained by energy. Neural Networks, 116: 110-118. Yihong Wang, Xuying Xu*, Rubin Wang. Intrinsic sodium currents and excitatory synaptic transmission influence spontaneous firing in up and down activities. Neural Networks, 98: 42-50.
四、学术兼职 神经动力学旗舰期刊Cognitive Neurodynamics(SCI源刊)副主编; 计算神经科学旗舰期刊Journal of Computational Neuroscience(SCI源刊)副主编; 计算生物学领域顶级期刊Plos Computational Biology(SCI源刊)学术编委 中国力学学会随机与神经动力学专业组成员、上海市力学学会动力学与控制专委会、振动力学专委会委员 中国神经科学学会(类脑智能分会)、中国工业与应用数学学会、中国自动化学会、上海市非线性科学研究会会员
五、其他 指导的研究生毕业时全部一作发表论文;指导研究生数学建模竞赛,多次获得奖项;指导的研究生入职拼多多、华为等单位,或成为公立学校教师,就业前景良好。
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