A survey of recent advances on stability analysis, state estimation and synchronization control for neural networks

Y Chen, N Zhang, J Yang - Neurocomputing, 2023 - Elsevier
Nowadays, neural networks have been widely applied in many fields such as pattern
recognition, signal and image processing and control theory. Over the past two decades or …

Synchronization of memristor-based coupling recurrent neural networks with time-varying delays and impulses

W Zhang, C Li, T Huang, X He - IEEE Transactions on Neural …, 2015 - ieeexplore.ieee.org
Synchronization of an array of linearly coupled memristor-based recurrent neural networks
with impulses and time-varying delays is investigated in this brief. Based on the Lyapunov …

On pinning synchronization of complex dynamical networks

W Yu, G Chen, J Lü - Automatica, 2009 - Elsevier
There exist some fundamental and yet challenging problems in pinning control of complex
networks:(1) What types of pinning schemes may be chosen for a given complex network to …

Pinning complex networks by a single controller

T Chen, X Liu, W Lu - … Transactions on Circuits and Systems I …, 2007 - ieeexplore.ieee.org
In this paper, without assuming symmetry, irreducibility, or linearity of the couplings, we
prove that a single controller can pin a coupled complex network to a homogenous solution …

Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances

H Long, J Ci, Z Guo, S Wen, T Huang - Neural Networks, 2023 - Elsevier
In this paper, the theoretical analysis on exponential synchronization of a class of coupled
switched neural networks suffering from stochastic disturbances and impulses is presented …

Synchronization via pinning control on general complex networks

W Yu, G Chen, J Lu, J Kurths - SIAM Journal on Control and Optimization, 2013 - SIAM
This paper studies synchronization via pinning control on general complex dynamical
networks, such as strongly connected networks, networks with a directed spanning tree …

Periodic event-triggered synchronization for discrete-time complex dynamical networks

S Ding, Z Wang, X Xie - IEEE Transactions on Neural Networks …, 2021 - ieeexplore.ieee.org
In this article, we investigate the periodic event-triggered synchronization of discrete-time
complex dynamical networks (CDNs). First, a discrete-time version of periodic event …

New approach to synchronization analysis of linearly coupled ordinary differential systems

W Lu, T Chen - Physica D: Nonlinear Phenomena, 2006 - Elsevier
In this paper, a general framework is presented for analyzing the synchronization stability of
Linearly Coupled Ordinary Differential Equations (LCODEs). The uncoupled dynamical …

Distributed consensus filtering in sensor networks

W Yu, G Chen, Z Wang, W Yang - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
In this paper, a new filtering problem for sensor networks is investigated. A new type of
distributed consensus filters is designed, where each sensor can communicate with the …

Cluster synchronization of linearly coupled complex networks under pinning control

W Wu, W Zhou, T Chen - … Transactions on Circuits and Systems I …, 2008 - ieeexplore.ieee.org
In this paper, we focus on the problem of driving a general network to a selected cluster
synchronization pattern by means of a pinning control strategy. Sufficient conditions are …