Sampled-data synchronization of stochastic Markovian jump neural networks with time-varying delay

G Chen, J Xia, JH Park, H Shen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, sampled-data synchronization problem for stochastic Markovian jump neural
networks (SMJNNs) with time-varying delay under aperiodic sampled-data control is …

Synchronization of stochastic neural networks using looped-Lyapunov functional and its application to secure communication

B Ganesan, P Mani, L Shanmugam… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This study aims to investigate the synchronization of user-controlled and uncontrolled neural
networks (NNs) that exhibit chaotic solutions. The idea behind focusing on synchronization …

Pinning synchronization of stochastic neutral memristive neural networks with reaction–diffusion terms

X Wu, S Liu, H Wang - Neural networks, 2023 - Elsevier
This paper investigates the pinning synchronization of stochastic neutral memristive neural
networks with reaction–diffusion terms. Firstly, two novel pinning controllers, which contain …

Synchronization for stochastic semi-Markov jump neural networks with dynamic event-triggered scheme

D Cao, Y Jin, W Qi - Journal of the Franklin Institute, 2023 - Elsevier
This paper focuses on synchronization for stochastic semi-Markov jump neural networks
with time-varying delay via dynamic event-triggered scheme. The neural networks under …

Synchronous control of neutral stochastic neural network with discrete and distributed delays based on delay feedback controller

M Tian, C Duan - Neural Processing Letters, 2023 - Springer
In this paper, synchronization control of a class of neutral type stochastic neural networks
with discrete and distributed delays is studied. Firstly, we establish a novel neutral type …

Passive state estimation for Markov jumping inertial neural networks under fading channels

X Wang, Y Qin, T Fang, K Shi… - International Journal of …, 2022 - Wiley Online Library
This article studies the issue of passive state estimation for inertial neural networks with
Markov jumping parameters and fading channels. To facilitate the state estimator design …

Observer‐based guaranteed cost control for IT‐2 stochastic fuzzy coupled neural networks with Markov switching topology

K Arumugam, S Rathinasamy… - International Journal of …, 2022 - Wiley Online Library
This study focuses on the guaranteed cost control problem for interval type‐2 stochastic
fuzzy coupled neural networks (NNs) elicited by the observer framework with Markov …

[PDF][PDF] Adaptive exponential synchronization of impulsive coupled neutral stochastic neural networks with Lévy noise and probabilistic delays under non-Lipschitz …

S Ma, J Li, Q Li, R Liu - AIMS Mathematics, 2024 - aimspress.com
In this paper, we investigated the adaptive exponential synchronization problem of impulsive
coupled neutral stochastic neural networks with Lévy noise and probabilistic delays under …