Artificial intelligence as a surrogate brain:bridging neural dynamical models and dataOA
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
Department of Biomedical Engineering,Southern University of Science and Technology,Shenzhen 518055,ChinaSchool 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,ChinaDepartment of Biomedical Engineering,Southern University of Science and Technology,Shenzhen 518055,ChinaSchool 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,ChinaDepartment of Biomedical Engineering,Southern University of Science and Technology,Shenzhen 518055,ChinaDepartment 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,ChinaSchool 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,ChinaSchool of Medical Technology,Beijing Institute of Technology,Beijing 100081,ChinaDepartment of Biomedical Engineering,Southern University of Science and Technology,Shenzhen 518055,China
artificial intelligencesurrogate braindynamical systemsystem identification
artificial intelligencesurrogate braindynamical systemsystem identification
《国家科学评论（英文版）》 2026 (3)
280-306,27
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.
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