Synchronization in multiplex networks

X Wu, X Wu, CY Wang, B Mao, J Lu, J Lü, YC Zhang… - Physics Reports, 2024 - Elsevier
Synchronization in a network of connected elements is essential to the proper functioning of
both natural and engineered systems and is thus of increasing interest across disciplines. In …

Fixed-time stabilization of discontinuous spatiotemporal neural networks with time-varying coefficients via aperiodically switching control

X Hu, L Wang, CK Zhang, X Wan, Y He - Science China Information …, 2023 - Springer
This paper focuses on the challenge of fixed-time control for spatiotemporal neural networks
(SNNs) with discontinuous activations and time-varying coefficients. A novel fixed-time …

Synchronization of switched neural networks via attacked mode-dependent event-triggered control and its application in image encryption

H Wang, X Yang, Z Xiang, R Tang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
It is challenging to synchronize switched time-delay systems when some modes are
uncontrolled and the dwell time (DT) of controlled mode is very small. Therefore, in this …

Finite-time cluster synchronization of T–S fuzzy complex networks with discontinuous subsystems and random coupling delays

X Yang, DWC Ho, J Lu, Q Song - IEEE Transactions on Fuzzy …, 2015 - ieeexplore.ieee.org
This paper is concerned with the cluster synchronization in finite time for a class of complex
networks with nonlinear coupling strengths and probabilistic coupling delays. The complex …

Event-triggered impulsive cluster synchronization of coupled reaction–diffusion neural networks and its application to image encryption

M Hui, X Liu, S Zhu, J Cao - Neural Networks, 2024 - Elsevier
This paper investigates the cluster synchronization of coupled neural networks with reaction–
diffusion terms. With the help of impulsive control strategies, some cluster synchronization …

Synchronization of switched neural networks with communication delays via the event-triggered control

S Wen, Z Zeng, MZQ Chen… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper addresses the issue of synchronization of switched delayed neural networks with
communication delays via event-triggered control. For synchronizing coupled switched …

Fractional-order discontinuous systems with indefinite LKFs: An application to fractional-order neural networks with time delays

K Udhayakumar, FA Rihan, R Rakkiyappan, J Cao - Neural Networks, 2022 - Elsevier
In this article, we discuss bipartite fixed-time synchronization for fractional-order signed
neural networks with discontinuous activation patterns. The Filippov multi-map is used to …

Exponential synchronization of memristive Cohen–Grossberg neural networks with mixed delays

X Yang, J Cao, W Yu - Cognitive neurodynamics, 2014 - Springer
This paper concerns the problem of global exponential synchronization for a class of
memristor-based Cohen–Grossberg neural networks with time-varying discrete delays and …

Finite-time synchronization of delayed fuzzy cellular neural networks with discontinuous activations

L Duan, H Wei, L Huang - Fuzzy Sets and Systems, 2019 - Elsevier
In this paper, we study the finite-time synchronization issue for delayed fuzzy cellular neural
networks with discontinuous activations. Under the framework of differential inclusions, by …

Finite-time synchronization of discontinuous neural networks with delays and mismatched parameters

W Zhang, X Yang, C Xu, J Feng… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
This paper investigates the problem of finite-time drive-response synchronization for a class
of neural networks with discontinuous activations, time-varying discrete and infinite-time …