New reliable nonuniform sampling control for uncertain chaotic neural networks under Markov switching topologies

K Shi, J Wang, S Zhong, X Zhang, Y Liu… - Applied Mathematics and …, 2019 - Elsevier
This paper studies the stochastic exponential synchronization problem for uncertain chaotic
neural networks (UCNNs) with probabilistic faults (PFs) and randomly occurring time-varying …

Stochastic switched sampled-data control for synchronization of delayed chaotic neural networks with packet dropout

J Wang, K Shi, Q Huang, S Zhong, D Zhang - Applied Mathematics and …, 2018 - Elsevier
This paper addresses the exponential synchronization issue of delayed chaotic neural
networks (DCNNs) with control packet dropout. A novel stochastic switched sampled-data …

Mean-square stabilization of impulsive neural networks with mixed delays by non-fragile feedback involving random uncertainties

X Zhang, C Li, H Li, Z Cao - Neural Networks, 2022 - Elsevier
In this paper, we consider a class of neural networks with mixed delays and impulsive
interferences. Firstly, a sufficient condition is given to ensure the existence and uniqueness …

Finite-time topology identification and stochastic synchronization of complex network with multiple time delays

H Zhao, L Li, H Peng, J Xiao, Y Yang, M Zheng - Neurocomputing, 2017 - Elsevier
This paper investigates issues of finite-time topological identification and stochastic
synchronization for two complex networks with multiple time delays. In the paper, we …

Non-fragile robust synchronization for Markovian jumping chaotic neural networks of neutral-type with randomly occurring uncertainties and mode-dependent time …

R Rakkiyappan, A Chandrasekar, G Petchiammal - ISA transactions, 2014 - Elsevier
This paper deals with the problem of robust synchronization for uncertain chaotic neutral-
type Markovian jumping neural networks with randomly occurring uncertainties and …

Admissibility analysis for discrete-time singular systems with randomly occurring uncertainties via delay-divisioning approach

LJ Banu, P Balasubramaniam - ISA transactions, 2015 - Elsevier
This paper deals with the problem of admissibility analysis for discrete-time singular system
with time-delays. The uncertainties occurring in the system parameters are assumed to be …

Synchronization for uncertain neural networks with randomly occurring uncertainties and time-delay based on the sliding mode control

S Priyanka, V Vembarasan - The European Physical Journal Special …, 2024 - Springer
This investigation delved into the synchronization of master–slave systems in uncertain
neural networks featuring randomly occurring uncertainties and time-delay, employing the …

Synchronization of Cohen-Grossberg fuzzy cellular neural networks with time-varying delays

MS Manikandan, K Ratnavelu… - International Journal of …, 2021 - degruyter.com
In this paper, a class of Cohen-Grossberg fuzzy cellular neural networks (CGFCNNs) with
time-varying delays are considered. Initially, the sufficient conditions are proposed to …

Non-fragile synchronization of dynamical networks with randomly occurring nonlinearities and controller gain fluctuations

D Li, Z Wang, G Ma, C Ma - Neurocomputing, 2015 - Elsevier
This paper investigates the non-fragile synchronization problem of dynamical networks with
randomly occurring nonlinearities and controller gain fluctuations. More precisely, these …

Robust dissipativity and passivity based state estimation for discrete-time stochastic Markov jump neural networks with discrete and distributed time-varying delays

G Nagamani, S Ramasamy, A Meyer-Baese - Neural Computing and …, 2017 - Springer
In this paper, the problem of robust state estimation for discrete-time stochastic Markov jump
neural networks with discrete and distributed time-varying delays is investigated based on …