Robust exponential stability of Markovian jump impulsive stochastic Cohen-Grossberg neural networks with mixed time delays

Q Zhu, J Cao - IEEE Transactions on Neural Networks, 2010 - ieeexplore.ieee.org
This paper is concerned with the problem of exponential stability for a class of Markovian
jump impulsive stochastic Cohen-Grossberg neural networks with mixed time delays and …

Existence and global stability analysis of equilibrium of fuzzy cellular neural networks with time delay in the leakage term under impulsive perturbations

X Li, R Rakkiyappan, P Balasubramaniam - Journal of the Franklin Institute, 2011 - Elsevier
This paper considers existence, uniqueness and the global asymptotic stability of fuzzy
cellular neural networks with mixed delays. The mixed delays include constant delay in the …

Multistability analysis of delayed quaternion-valued neural networks with nonmonotonic piecewise nonlinear activation functions

M Tan, Y Liu, D Xu - Applied Mathematics and Computation, 2019 - Elsevier
This paper deals with the multistability problem of the quaternion-valued neural networks
(QVNNs) with nonmonotonic piecewise nonlinear activation functions and unbounded time …

Multiple μ-stability analysis for memristor-based complex-valued neural networks with nonmonotonic piecewise nonlinear activation functions and unbounded time …

M Tan, D Xu - Neurocomputing, 2018 - Elsevier
This paper concentrates on the coexistence and dynamical behaviors of multiple equilibrium
points for a class of memristor-based complex-valued neural networks (MCVNNs) with non …

Robust exponential stability of uncertain impulsive stochastic neural networks with delayed impulses

D Li, P Cheng, M Hua, F Yao - Journal of the Franklin Institute, 2018 - Elsevier
In this paper, by using Lyapunov functions, Razumikhin techniques and stochastic analysis
approaches, the robust exponential stability of a class of uncertain impulsive stochastic …

Asymptotic stability and polynomial stability of impulsive Cohen–Grossberg neural networks with multi-proportional delays

L Zhou, Z Zhao - Neural Processing Letters, 2020 - Springer
This paper is concerned with the global asymptotic stability (GAS) and global polynomial
stability (GPS) of impulsive Cohen–Grossberg neural networks (ICGNNs) with multi …

Global polynomial periodicity and polynomial stability of proportional delay Cohen–Grossberg neural networks

L Zhou, Z Zhao - ISA transactions, 2022 - Elsevier
This paper tackles the global polynomial periodicity (GPP) and global polynomial stability
(GPS) for proportional delay Cohen–Grossberg neural networks (PDCGNNs). By adopting …

Finite-time stabilization and synchronization of complex dynamical networks with nonidentical nodes of different dimensions

M Tan, W Tian - Nonlinear Dynamics, 2015 - Springer
A class of complex dynamical networks, in which the nodes have different state dimensions,
is investigated in this paper. Since the networks constructed by nonidentical nodes with …

Delay-independent stability criteria for complex-valued BAM neutral-type neural networks with time delays

D Xu, M Tan - Nonlinear Dynamics, 2017 - Springer
This paper focuses on the global asymptotic stability of complex-valued bidirectional
associative memory (BAM) neutral-type neural networks with time delays. By virtue of …

Adaptive stabilization and synchronization of non-diffusively coupled complex networks with nonidentical nodes of different dimensions

M Tan, Q Pan, X Zhou - Nonlinear Dynamics, 2016 - Springer
A class of non-diffusively coupled complex networks consisting of nodes of different
dimensions is studied, in which the internal time delays are different from the coupling …