Lag synchronization of switched neural networks via neural activation function and applications in image encryption

S Wen, Z Zeng, T Huang, Q Meng… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
This paper investigates the problem of global exponential lag synchronization of a class of
switched neural networks with time-varying delays via neural activation function and …

Finite-time synchronization of fractional-order memristor-based neural networks with time delays

G Velmurugan, R Rakkiyappan, J Cao - Neural Networks, 2016 - Elsevier
In this paper, we consider the problem of finite-time synchronization of a class of fractional-
order memristor-based neural networks (FMNNs) with time delays and investigated it …

Finite-time synchronization of stochastic coupled neural networks subject to Markovian switching and input saturation

P Selvaraj, R Sakthivel, OM Kwon - Neural Networks, 2018 - Elsevier
This paper addresses the problem of finite-time synchronization of stochastic coupled neural
networks (SCNNs) subject to Markovian switching, mixed time delay, and actuator …

Sampled-data-based lag synchronization of chaotic delayed neural networks with impulsive control

X Zhang, X Lv, X Li - Nonlinear Dynamics, 2017 - Springer
In the framework of sampled-data control, this paper deals with the lag synchronization of
chaotic neural networks with time delay meanwhile taking the impulsive control into account …

Bipartite synchronization in coupled delayed neural networks under pinning control

F Liu, Q Song, G Wen, J Cao, X Yang - Neural Networks, 2018 - Elsevier
This paper considers the bipartite leader-following synchronization in a signed network
composed by an array of coupled delayed neural networks by utilizing the pinning control …

Impulsive control of nonlinear systems with time-varying delay and applications

X Li, J Cao, DWC Ho - IEEE transactions on cybernetics, 2019 - ieeexplore.ieee.org
Impulsive control of nonlinear delay systems is studied in this paper, where the time delays
addressed may be the constant delay, bounded time-varying delay, or unbounded time …

Finite-time synchronization of uncertain coupled switched neural networks under asynchronous switching

Y Wu, J Cao, Q Li, A Alsaedi, FE Alsaadi - Neural Networks, 2017 - Elsevier
This paper deals with the finite-time synchronization problem for a class of uncertain
coupled switched neural networks under asynchronous switching. By constructing …

Cluster synchronization of delayed coupled neural networks: Delay-dependent distributed impulsive control

X Zhang, C Li, Z He - Neural Networks, 2021 - Elsevier
This paper investigates the issue of cluster synchronization (CS) for the coupled neural
networks (CNNs) with time-varying delays via the delay-dependent distributed impulsive …

Controller design for global fixed-time synchronization of delayed neural networks with discontinuous activations

L Wang, Z Zeng, J Hu, X Wang - Neural Networks, 2017 - Elsevier
This paper addresses the controller design problem for global fixed-time synchronization of
delayed neural networks (DNNs) with discontinuous activations. To solve this problem …

Finite-time synchronization for delayed complex-valued neural networks via integrating inequality method

Z Zhang, A Li, S Yu - Neurocomputing, 2018 - Elsevier
In this paper, we are concerned with the finite-time synchronization for a class of complex-
valued neural networks with time delays. Instead of using some finite-time stability theorems …