Adaptive finite-time projective synchronization of complex networks with nonidentical nodes and quantized time-varying delayed coupling

Q Lai, Q Zeng, XW Zhao, MF Ge, G Xu - Information Sciences, 2024 - Elsevier
This paper investigates the asymptotic projective synchronization and finite-time projective
synchronization (FPS) of complex networks (CNs) with nonidentical nodes and quantized …

Quasi-projective synchronization of non-identical time-varying delayed quaternion-valued neural networks with interaction terms: Direct method

S Baluni, VK Yadav, S Das - Engineering Applications of Artificial …, 2024 - Elsevier
This article investigates the quasi-projective synchronization (QPS) of non-identical
quaternion-valued neural networks (QVNNs) with time-varying delays and interaction terms …

Lagrange stability criteria for hypercomplex neural networks with time varying delays

S Baluni, VK Yadav, S Das - Communications in Nonlinear Science and …, 2024 - Elsevier
This article deals with the Lagrange stability (LS) of hypercomplex neural networks (HCNNs)
with time-varying delays. To overcome the non-commutativity and non-associativity of …

Quasi-projective and Mittag-Leffler synchronization of discrete-time fractional-order complex-valued fuzzy neural networks

Y Xu, HL Li, L Zhang, C Hu, H Jiang - Neural Processing Letters, 2023 - Springer
In this paper, we consider a type of discrete-time fractional-order complex-valued fuzzy
neural networks. First, based on symbolic functions and complex-valued theory, two new …

Adaptive quasi-synchronization analysis for Caputo delayed Cohen–Grossberg neural networks

H Zhang, X Chen, R Ye, I Stamova, J Cao - Mathematics and Computers in …, 2023 - Elsevier
The quasi-synchronization (QS) issues for Caputo delayed Cohen–Grossberg neural
networks (CGNNs) are discussed in this article. To begin with, a novel lemma is established …

Finite time stability of nonlinear impulsive stochastic system and its application to neural networks

J Liu, Q Zhu - Communications in Nonlinear Science and Numerical …, 2024 - Elsevier
In this paper, we employ the Lyapunov theory to generalize the finite time stability (FTS)
results from general deterministic impulsive systems to impulsive stochastic time-varying …

Exponential synchronization of a class of quaternion-valued neural network with time-varying delays: A Matrix Measure Approach

S Baluni, I Sehgal, VK Yadav, S Das - Chaos, Solitons & Fractals, 2024 - Elsevier
This article investigates the exponential synchronization (ES) of quaternion-valued neural
networks (QVNNs) with time-varying delays. Global ES has been studied using matrix …

Pinning impulsive control for quasi-projective synchronization of stochastic multi-layer networks

L Shi, JG Lu, J Li, H Jiang, J Wang, Y Ren - Information Sciences, 2025 - Elsevier
This article explores the quasi-projective synchronization of multi-layer coupled neural
networks employing pinning impulsive control. First, the network model incorporates intra …

Quasi-synchronization of neural networks via non-fragile impulsive control: Multi-layer and memristor-based

L Shi, J Li, H Jiang, J Wang - Neurocomputing, 2024 - Elsevier
In this paper, the quasi-synchronization for memristor-based multi-layer neural networks is
solved, where each layer possesses a unique topology. The focus is on the incorporation of …

Quasi-projective synchronization of discrete-time BAM neural networks by discrete inequality techniques

Z Yang, Z Zhang, H Liao - Neural Computing and Applications, 2024 - Springer
In this paper, we primarily concentrate on the quasi-projective synchronization of master–
slave discrete-time BAM neural networks. Without using the LMI and matrix measure …