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Artificial intelligence as a surrogate brain:bridging neural dynamical models and data

Yinuo Zhang Demao Liu Zhichao Liang Jiani Cheng Kexin Lou Jinqiao Duan Ting Gao Bin Hu Quanying Liu

国家科学评论（英文版）2026，Vol.13Issue(3)：280-306,27.

国家科学评论（英文版）2026，Vol.13Issue(3)：280-306,27.DOI:10.1093/nsr/nwaf457

Artificial intelligence as a surrogate brain:bridging neural dynamical models and data

Yinuo Zhang ¹Demao Liu ²Zhichao Liang ¹Jiani Cheng ²Kexin Lou ¹Jinqiao Duan ³Ting Gao ⁴Bin Hu ⁵Quanying Liu¹

作者信息

1. Department of Biomedical Engineering,Southern University of Science and Technology,Shenzhen 518055,China
2. School of Mathematics and Statistics,Huazhong University of Science and Technology,Wuhan 430074,China||Center for Mathematical Science,Huazhong University of Science and Technology,Wuhan 430074,China||Steklov-Wuhan Institute for Mathematical Exploration,Huazhong University of Science and Technology,Wuhan 430074,China
3. Department of Mathematics and Department of Physics,Great Bay University,Dongguan 523000,China||Steklov-Wuhan Institute for Mathematical Exploration,Huazhong University of Science and Technology,Wuhan 430074,China||Guangdong Provincial Key Laboratory of Mathematical and Neural Dynamical Systems,Great Bay University,Dongguan 523000,China
4. School of Mathematics and Statistics,Huazhong University of Science and Technology,Wuhan 430074,China||Center for Mathematical Science,Huazhong University of Science and Technology,Wuhan 430074,China||Steklov-Wuhan Institute for Mathematical Exploration,Huazhong University of Science and Technology,Wuhan 430074,China||Guangdong Provincial Key Laboratory of Mathematical and Neural Dynamical Systems,Great Bay University,Dongguan 523000,China
5. School of Medical Technology,Beijing Institute of Technology,Beijing 100081,China
折叠

摘要

关键词

artificial intelligence/surrogate brain/dynamical system/system identification

Key words

artificial intelligence/surrogate brain/dynamical system/system identification

引用本文复制引用

Yinuo Zhang,Demao Liu,Zhichao Liang,Jiani Cheng,Kexin Lou,Jinqiao Duan,Ting Gao,Bin Hu,Quanying Liu..Artificial intelligence as a surrogate brain:bridging neural dynamical models and data[J].国家科学评论（英文版）,2026,13(3):280-306,27.

基金项目

This work was supported in part by the National Natu-ral Science Foundation of China(62472206,12401233 and 12141107),the National Key Research and Development Program of China(2021ZD0201300 and 2025YFC3410000),International Collaboration Fund for Creative Research Teams of the National Natural Science Foundation of China(W2541005),the GuangDong Basic and Applied Basic Re-search Foundation(2025A1515011645),the Guangdong-Dongguan Joint Research Fund(2023A1515140016),the Shenzhen Science and Technology Innovation Committee(RCYX20231211090405003 and KJZD20230923115221044),the Science and Technology Commission of Shanghai Mu-nicipality(24Y22800200),Cross Disciplinary Research Team on Data Science and Intelligent Medicine(2023KCXTD054),Guangdong Provincial Key Laboratory of Mathematical and Neural Dynamical Systems(2024B1212010004),and the open research fund of the Center for Computational Science and En-gineering at Southern University of Science and Technology. （62472206,12401233 and 12141107）

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