Predefined-time synchronization of chaotic systems with different dimensions and applications

EA Assali - Chaos, Solitons & Fractals, 2021 - Elsevier
This paper aims to investigate the predefined-time synchronization analysis for two chaotic
systems with different dimensions. Firstly, based on the definition of predefined-time stability …

Global exponential stability of Clifford-valued neural networks with time-varying delays and impulsive effects

G Rajchakit, R Sriraman, N Boonsatit… - Advances in difference …, 2021 - Springer
In this study, we investigate the global exponential stability of Clifford-valued neural network
(NN) models with impulsive effects and time-varying delays. By taking impulsive effects into …

Finite-/fixed-time synchronization of delayed Clifford-valued recurrent neural networks

N Boonsatit, G Rajchakit, R Sriraman, CP Lim… - Advances in Difference …, 2021 - Springer
This paper investigates the problem of finite-/fixed-time synchronization for Clifford-valued
recurrent neural networks with time-varying delays. The considered Clifford-valued drive …

Exponential stability in the Lagrange sense for Clifford-valued recurrent neural networks with time delays

G Rajchakit, R Sriraman, N Boonsatit… - Advances in Difference …, 2021 - Springer
This paper considers the Clifford-valued recurrent neural network (RNN) models, as an
augmentation of real-valued, complex-valued, and quaternion-valued neural network …

Multiple finite-time synchronization of delayed inertial neural networks via a unified control scheme

L Wang, K Zeng, C Hu, Y Zhou - Knowledge-Based Systems, 2022 - Elsevier
In this paper, a unified control framework is proposed to investigate the synchronization
problem of inertial neural networks (INNs). Via the proposed framework, the finite-time, fixed …

Impulsive effects on Clifford-valued neural networks with time-varying delays: An asymptotic stability analysis

G Rajchakit, R Sriraman, P Vignesh, CP Lim - Applied Mathematics and …, 2021 - Elsevier
In this paper, we focus on the global asymptotic stability problem for Clifford-valued neural
network models with time-varying delays as well as impulsive effects. By considering …

Fixed-time synchronization for delayed inertial complex-valued neural networks

C Long, G Zhang, J Hu - Applied Mathematics and Computation, 2021 - Elsevier
This paper researches the problem of p-norm fixed-time synchronization for a class of
delayed inertial complex-valued neural networks (ICVNNs). By using reduced-order …

Fixed-time synchronization criteria of fuzzy inertial neural networks via Lyapunov functions with indefinite derivatives and its application to image encryption

J Liu, L Shu, Q Chen, S Zhong - Fuzzy Sets and Systems, 2023 - Elsevier
In this paper, we investigate the fixed-time synchronization for fuzzy inertial neural networks
with time-varying coefficients and time delays. The fuzzy inertial neural networks are …

Existence, uniqueness and global stability of Clifford-valued neutral-type neural networks with time delays

G Rajchakit, R Sriraman, CP Lim, B Unyong - Mathematics and Computers …, 2022 - Elsevier
In this paper, we analyze the global asymptotic stability and global exponential stability with
respect to the Clifford-valued neutral-type neural network (NN) models with time delays. By …

Synchronization in finite-time analysis of Clifford-valued neural networks with finite-time distributed delays

G Rajchakit, R Sriraman, CP Lim, P Sam-ang… - Mathematics, 2021 - mdpi.com
In this paper, we explore the finite-time synchronization of Clifford-valued neural networks
with finite-time distributed delays. To address the problem associated with non …