Leaderboards/Neural Networks Stability and Synchronization

Neural Networks Stability and Synchronization

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Fabin Cheng
Beijing Academy of Artificial Intelligence
2
Xingce Liu
Northeastern University
3
Qinghua Hou
Dalian Maritime University
4
Yulin Li
Nankai University
5
Zhaoliang Sheng
Nanjing University of Science and Technology
6
Rico Berner
Humboldt-Universität zu Berlin
7
Shiyu Dong
Zhengzhou University
8
Zhilu Xu
Sichuan University
9
Yanyan Ni
Shandong University of Science and Technology
10
Yekai Yang
Donghua University

Rising Stars Papers

1
Optimizing Molecular Packing and Interfacial Contact via Halogenated N‐Glycidyl Carbazole Small Molecules for Low Energy Loss and Highly Efficient Inverted Perovskite Solar Cells
Angewandte Chemie International Edition|2025
34 cit.
2
Security sliding mode control for T-S fuzzy systems under attack probability-dependent dynamic round-robin protocol
International Journal of Systems Science|2024
24 cit.
3
Sliding Mode Quantized Control of Interval Type-2 Fuzzy Systems Under Event-Triggered Scheme: Stability Analysis and Performance Optimization
IEEE Transactions on Automation Science and Engineering|2024
21 cit.
4
Secure Stabilization of Networked Lur’e Systems Suffering From DoS Attacks: A Resilient Memory-Based Event-Trigger Mechanism
IEEE Transactions on Information Forensics and Security|2024
16 cit.
5
An Aperiodic-Sampling-Dependent Event-Triggered Control Strategy for Interval Type-2 Fuzzy Systems: New Communication Scheme and Discontinuous Functional
IEEE Transactions on Cybernetics|2024
16 cit.
6
Cooperative Output Regulation of MASs With a Novel Parameter Convergence Condition and Prescribed-Time Event-Triggered Observers and Its Application to Robot Formation
IEEE Transactions on Automation Science and Engineering|2024
15 cit.
7
Zero-Sum Game-Based Distributed Secondary Control for DC Microgrids Against Stealthy Attacks
IEEE Transactions on Systems Man and Cybernetics Systems|2024
14 cit.
8
Input-to-State Stability of Switched Network Control Systems Under Unknown Deception Attacks
IEEE Transactions on Cybernetics|2024
13 cit.
9
Fuzzy-Based Synchronization Control for Coupled Neural Networks Under Cyber Attacks via Intelligent Impulsive Algorithm
IEEE Transactions on Automation Science and Engineering|2025
13 cit.
10
Balancing Fuzzy Control Performance and Reachable-Set-Dependent Event-Triggered Communication
IEEE Transactions on Cybernetics|2024
9 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Wei Shi
Arizona State University
2
Xiwang Dong
Beijing Academy of Artificial Intelligence
3
Yuechao Ma
Yanshan University
4
Lixiang Li
Southeast University
5
Ruoxia Li
Shaanxi Normal University
6
Boda Ning
Auckland University of Technology
7
Huiyuan Li
Yancheng Institute of Technology
8
Christophe Fiter
Centre National de la Recherche Scientifique
9
Yuanqing Wu
Sun Yat-sen University
10
Ziye Zhang
Wuhan University

Emerging Leaders Papers

1
Fixed-Time and Prescribed-Time Consensus Control of Multiagent Systems and Its Applications: A Survey of Recent Trends and Methodologies
IEEE Transactions on Industrial Informatics|2022
309 cit.
2
π‐Conjugated In‐Plane Heterostructure Enables Long‐Lived Shallow Trapping in Graphitic Carbon Nitride for Increased Photocatalytic Hydrogen Generation
Small|2023
63 cit.
3
Event-Triggered Synchronization of Multiple Discrete-Time Markovian Jump Memristor- Based Neural Networks With Mixed Mode-Dependent Delays
IEEE Transactions on Circuits and Systems I Regular Papers|2022
38 cit.
4
Cooperative Control of Multirobot Systems Subject to Control Gain Uncertainty
IEEE Transactions on Industrial Informatics|2022
38 cit.
5
Distributed coordination control of multi-agent systems under intermittent sampling and communication: a comprehensive survey
Science China Information Sciences|2025
28 cit.
6
A Robust and Precise LiDAR-Inertial-GPS Odometry and Mapping Method for Large-Scale Environment
IEEE/ASME Transactions on Mechatronics|2022
26 cit.
7
Practical bipartite consensus for multi-agent systems: A barrier function-based adaptive sliding-mode control approach
Journal of Automation and Intelligence|2023
25 cit.
8
Event-triggered dissipative double asynchronous controller for interval type-2 fuzzy semi-Markov jump systems with state quantization and actuator failure
ISA Transactions|2023
24 cit.
9
Accelerated secondary frequency regulation and active power sharing for islanded microgrids with external disturbances: A fully distributed approach
Automatica|2025
24 cit.
10
Composite Nonlinear Extended State Observer-Based Trajectory Tracking Control for Quadrotor Under Input Constraints
IEEE Transactions on Circuits and Systems I Regular Papers|2023
23 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Jinde Cao
Southeast University
2
Richard M. Murray
California Institute of Technology
3
Guanrong Chen
City University of Hong Kong
4
Ju H. Park
Kyungnam University
5
Qing‐Long Han
Swinburne University of Technology
6
Tingwen Huang
Shenzhen University
7
A. Stephen Morse
Yale University
8
Wei Xing Zheng
Western Sydney University
9
Zhigang Zeng
Huazhong University of Science and Technology
10
Peng Shi
Beihang University

Current Senior Leaders Papers

1
Consensus Problems in Networks of Agents With Switching Topology and Time-Delays
IEEE Transactions on Automatic Control|2004
12.7k cit.
2
Consensus and Cooperation in Networked Multi-Agent Systems
Proceedings of the IEEE|2007
10.3k cit.
3
Coordination of groups of mobile autonomous agents using nearest neighbor rules
IEEE Transactions on Automatic Control|2003
8.4k cit.
4
Information Flow and Cooperative Control of Vehicle Formations
IEEE Transactions on Automatic Control|2004
4.6k cit.
5
Basic problems in stability and design of switched systems
IEEE Control Systems|1999
3.6k cit.
6
YET ANOTHER CHAOTIC ATTRACTOR
International Journal of Bifurcation and Chaos|1999
2.8k cit.
7
Stability of switched systems with average dwell-time
Unknown Journal|2003
2.5k cit.
8
An Overview of Recent Progress in the Study of Distributed Multi-Agent Coordination
IEEE Transactions on Industrial Informatics|2012
2.4k cit.
9
A symmetric image encryption scheme based on 3D chaotic cat maps
Chaos Solitons & Fractals|2004
2.1k cit.
10
Feedback systems: an introduction for scientists and engineers
Choice Reviews Online|2008
2k cit.

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