Adaptive event-triggered synchronization of neural networks under stochastic cyber-attacks with application to Chua's circuit

Y Xu, C Yang, L Zhou, L Ma, S Zhu - Neural Networks, 2023 - Elsevier
This paper focuses on the synchronization control problem for neural networks (NNs)
subject to stochastic cyber-attacks. Firstly, an adaptive event-triggered scheme (AETS) is …

Non-fragile robust finite-time stabilization and performance analysis for fractional-order delayed neural networks with discontinuous activations under the …

X Peng, H Wu - Neural Computing and Applications, 2020 - Springer
In this paper, the global non-fragile robust finite-time stabilization and H_ ∞ H∞
performance analysis are investigated for uncertain switched fractional-order neural …

Stability of switched systems with time-varying delays under state-dependent switching

C Liu, X Liu - Mathematics, 2022 - mdpi.com
This paper studies the stability of linear switched systems with time-varying delays and all
unstable subsystems. According to the largest region function strategy, the state-dependent …

A variable memory state feedback and its application to robust control of uncertain singular time-delay systems

YL Zhi - Neural Computing and Applications, 2022 - Springer
This paper is focused on the robust control of uncertain singular time-delay systems. The
systems are firstly decomposed to differential-algebraic equations. The state decomposition …

Asymptotical synchronization for complex-valued stochastic switched neural networks under the sampled-data controller via a switching law

J **ang, J Ren, M Tan - Neurocomputing, 2022 - Elsevier
In this paper, the asymptotic synchronization problem of delayed complex-valued stochastic
switched neural networks under sampled-data controller is considered. Using linear matrix …

Stability analysis of continuous-time switched neural networks with time-varying delay based on admissible edge-dependent average dwell time

HT Wang, Y He, CK Zhang - IEEE Transactions on Neural …, 2020 - ieeexplore.ieee.org
This article investigates the stability of the switched neural networks (SNNs) with a time-
varying delay. To effectively guarantee the stability of the considered system with unstable …

Exponential stability criterion of the switched neural networks with time-varying delay

HT Wang, ZT Liu, Y He - Neurocomputing, 2019 - Elsevier
In this paper, the delay-dependent stability problem of the switched neural networks with
time-varying delay is considered. By taking advantage of the average dwell time method and …

Robust Asymptotical Stability and Stabilization of Fractional‐Order Complex‐Valued Neural Networks with Delay

J Zeng, X Yang, L Wang, X Chen - Discrete Dynamics in Nature …, 2021 - Wiley Online Library
The robust asymptotical stability and stabilization for a class of fractional‐order complex‐
valued neural networks (FCNNs) with parametric uncertainties and time delay are …

Qualitative theoretical research on solutions of fractional switched systems with variable-time switching mechanism

Z Zhao, Y Peng - Communications in Nonlinear Science and Numerical …, 2025 - Elsevier
This paper is devoted to the qualitative theory of a class of fractional switched systems with a
variable-time switching mechanism (FSSVT). FSSVT is a new class of state-feedback …

The existence and uniqueness of the solutions of the nonlinear on–off switched systems with switching at variable times

H Li, Y Peng, K Wu - Nonlinear Dynamics, 2021 - Springer
In this paper, by introducing the definition of the solution, we prove the existence and
uniqueness of the solution for nonlinear on–off switched systems with switching at variable …