Journal ArticleDOI
Synchronization and control for directly coupled reaction-diffusion neural networks with multiple weights and hybrid coupling
Shan-Rang Lin,Xiwei Liu +1 more
TLDR
In this article , the authors address the synchronization and pinning control problems of directly coupled reaction-diffusion neural networks (RDNNs), where the spatial information of RDNNs is also utilized for synchronization along with state information, which is called the hybrid coupling.About:
This article is published in Neurocomputing.The article was published on 2022-02-01. It has received 16 citations till now. The article focuses on the topics: Synchronization (alternating current) & Coupling (piping).read more
Citations
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Journal ArticleDOI
Synchronization for multiweighted and directly coupled reaction-diffusion neural networks with hybrid coupling via boundary control
Shan-Rang Lin,Xiwei Liu +1 more
TL;DR: In this article , the synchronization issue of multi-weighted and directed coupled reaction-diffusion neural networks with hybrid coupling (MDCRDNNHC) based on boundary control is solved.
Journal ArticleDOI
Event‐triggered H∞$\mathcal {H}_\infty$ synchronization of directed and switched coupled stochastic delayed neural networks with multi‐weights
TL;DR: In this article , the synchronization problem of directed and switched coupled stochastic delayed neural networks with multi-weights (SCSDNNMWs) via designing a novel event-triggered protocol was studied.
Journal ArticleDOI
Generalized Decay Synchronization of Directly Coupled Stochastic Dynamic Networks With Multiple Time Delays
Shan-Rang Lin,Xiwei Liu +1 more
TL;DR: In this article , the generalized decay synchronization problem of directly coupled stochastic dynamic networks with multiple time delays was addressed by constructing appropriate feedback controllers and the Lyapunov functional method.
Journal ArticleDOI
Generalized Decay Synchronization of Directly Coupled Stochastic Dynamic Networks With Multiple Time Delays
TL;DR: In this article , the generalized decay synchronization problem of directly coupled stochastic dynamic networks with multiple time delays was addressed by constructing appropriate feedback controllers and the Lyapunov functional method.
Journal ArticleDOI
Fin-TS and Fix-TS on fractional quaternion delayed neural networks with uncertainty via establishing a new Caputo derivative inequality approach.
TL;DR: In this paper , a new Caputo fractional differential inequality is constructed, then Fix-TS settling time of the positive definite function is estimated, which is very convenient to derive fix-TS condition to Caputo QDNNs.
References
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Journal ArticleDOI
Consensus problems in networks of agents with switching topology and time-delays
TL;DR: A distinctive feature of this work is to address consensus problems for networks with directed information flow by establishing a direct connection between the algebraic connectivity of the network and the performance of a linear consensus protocol.
Journal ArticleDOI
Pinning Complex Networks by a Single Controller
TL;DR: In this paper, a single controller can pin a coupled complex network to a homogeneous solution, and sufficient conditions are presented to guarantee the convergence of the pinning process locally and globally.
Journal ArticleDOI
Pinning a complex dynamical network to its equilibrium
TL;DR: This work explains the main reason why significantly less local controllers are required by specifically pinning the most highly connected nodes in a scale-free network than those required by the randomly pining scheme, and why there is no significant difference between specifically and randomly pinning schemes for controlling random dynamical networks.
Journal ArticleDOI
New approach to synchronization analysis of linearly coupled ordinary differential systems
Wenlian Lu,Tianping Chen +1 more
TL;DR: In this article, a general framework is presented for analyzing the synchronization stability of linearly Coupled Ordinary Differential Equations (LCODEs), where the uncoupled dynamical behavior at each node is general and can be chaotic or otherwise; the coupling configuration is also general, with the coupling matrix not assumed to be symmetric or irreducible.
Journal ArticleDOI
Synchronization of Complex Networks via Aperiodically Intermittent Pinning Control
Xiwei Liu,Tianping Chen +1 more
TL;DR: In this paper, synchronization for linearly coupled networks is investigated by pinning a simple aperiodically intermittent controller, which is described by continuous-time ordinary differential equations, and sufficient conditions to guarantee global synchronization are presented.
Related Papers (5)
Synchronization and control for directly coupled reaction-diffusion neural networks with multiple weights and hybrid coupling
Shan-Rang Lin,Xiwei Liu +1 more
Synchronization and adaptive control of an array of linearly coupled reaction-diffusion neural networks with hybrid coupling.
Jin-Liang Wang,Huai-Ning Wu +1 more