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Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
Authors:  Dong, Kangning;  Zhang, Shihua
Favorite  |  View/Download:25/0  |  Submit date:2022/06/21
A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 5, 页码: 2676-2686
Authors:  Gu, Haibo;  Wang, Xiong;  Liu, Kexin;  Lu, Jinhu
Favorite  |  View/Download:64/0  |  Submit date:2021/06/01
Synchronization  Protocols  Stochastic processes  Artificial neural networks  Adaptive systems  Perturbation methods  Complex dynamical network  Lyapunov function  networked system  stochastic perturbation  synchronization  
Leader-following consensus of multi-agent systems under antagonistic networks 期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 339-347
Authors:  Wang, Qianyao;  Liu, Kexin;  Wang, Xiong;  Wu, Lulu;  Lu, Jinhu
Favorite  |  View/Download:61/0  |  Submit date:2021/01/14
Multi-agent systems  Signed graph  Bipartite consensus  Adaptive regulation  
Recovering node parameters and topologies of uncertain non-linearly coupled complex networks 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 1, 页码: 105-115
Authors:  Wang, Xiong;  Gu, Haibo;  Chen, Yao;  Lu, Jinhu
Favorite  |  View/Download:56/0  |  Submit date:2020/05/24
complex networks  uncertain systems  synchronisation  delays  nonlinear control systems  adaptive control  topology  node dynamics  network topologies  adaptive anticipatory synchronisation-based approaches  unknown node parameters  response network  node delay  node parameters  uncertain nonlinearly coupled complex networks  
Identifying topologies and system parameters of uncertain time-varying delayed complex networks 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2019, 卷号: 62, 期号: 1, 页码: 94-105
Authors:  Wang Xiong;  Gu HaiBo;  Wang QianYao;  Lu JinHu
Favorite  |  View/Download:86/0  |  Submit date:2019/04/02
system parameters and network topologies identification  anticipatory synchronization  uncertain time-varying delayed complex networks  noise-perturbed complex networks  
Analysis and Control of Networked Game Dynamics via A Microscopic Deterministic Approach 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 12, 页码: 4118-4124
Authors:  Tan, Shaolin;  Wang, Yaonan;  Lu, Jinhu
Favorite  |  View/Download:57/0  |  Submit date:2018/07/30
Collective decision-making  complex networks  cooperation mechanism  networked game