Robust passivity and stability analysis of uncertain complex-valued impulsive neural networks with time-varying delays

G Rajchakit, R Sriraman - Neural Processing Letters, 2021 - Springer
In this article, we investigate the robust passivity and stability analysis of uncertain complex-
valued impulsive neural network (UCVINN) models with time-varying delays. Many practical …

Exact coexistence and locally asymptotic stability of multiple equilibria for fractional-order delayed Hopfield neural networks with Gaussian activation function

X Nie, P Liu, J Liang, J Cao - Neural Networks, 2021 - Elsevier
This paper explores the multistability issue for fractional-order Hopfield neural networks with
Gaussian activation function and multiple time delays. First, several sufficient criteria are …

Synchronization analysis of nabla fractional-order fuzzy neural networks with time delays via nonlinear feedback control

HL Li, J Cao, C Hu, H Jiang, A Alsaedi - Fuzzy Sets and Systems, 2024 - Elsevier
This paper is committed to explore synchronization issues for a class of nabla fractional-
order fuzzy neural networks with time delays. First, we establish two useful nabla fractional …

Robust dissipativity analysis of hopfield-type complex-valued neural networks with time-varying delays and linear fractional uncertainties

P Chanthorn, G Rajchakit, S Ramalingam, CP Lim… - Mathematics, 2020 - mdpi.com
We study the robust dissipativity issue with respect to the Hopfield-type of complex-valued
neural network (HTCVNN) models incorporated with time-varying delays and linear …

Synchronization criteria for neural networks with proportional delays via quantized control

W Zhang, C Li, S Yang, X Yang - Nonlinear Dynamics, 2018 - Springer
With the aid of quantized control, this paper presents new synchronization criteria of neural
networks (NNs) with proportional delays. The NNs with constant delays and variable …

Exponential stability of delayed neural networks with delayed sampled-data inputs: An extended bilateral looped functional approach

F Chang, C Li, H Deng, H Wu, M Huan - Journal of the Franklin Institute, 2023 - Elsevier
In this paper, the exponential stability of delayed neural networks (DNNs) with delayed
sampled-data inputs is investigated via extended bilateral looped functional approach …

Exponential synchronization of stochastic delayed memristive neural networks via a novel hybrid control

N Yang, Y Yu, S Zhong, X Wang, K Shi, J Cai - Neural Networks, 2020 - Elsevier
This paper investigates the exponential synchronization issue of stochastic delayed
memristive neural networks (SDMNNs) via a novel hybrid control (HC), where impulsive …

Stabilization analysis of Markovian asynchronous switched systems with input delay and Lévy noise

P Yu, F Deng - Applied Mathematics and Computation, 2022 - Elsevier
The almost sure exponential stabilization and p th moment exponential stabilization for
hybrid stochastic system (HSS) with control input delay, Lévy noise and asynchronous …

Graph-theoretic approach to synchronizing stochastic coupled systems with time-varying delays on networks via periodically intermittent control

B Guo, Y Wu, Y Xiao, C Zhang - Applied Mathematics and Computation, 2018 - Elsevier
This article concerns the inner exponential synchronization (IES) problem of a class of
stochastic coupled systems with time-varying delays on networks (SCSTDNs). Periodically …

Synchronization of chemical synaptic coupling of the chay neuron system under time delay

K Wu, D Wang, C Yu, JT Machado - Applied Sciences, 2018 - mdpi.com
This paper studies the chemical synaptic coupling of Chay neurons and the effect of adding
time delay on their synchronization behavior. The results indicate that coupling strength …