Further analysis of global μ-stability of complex-valued neural networks with unbounded time-varying delays

G Velmurugan, R Rakkiyappan, J Cao - Neural Networks, 2015 - Elsevier
In this paper, we consider the problem of global μ-stability for complex-valued neural
networks (CVNNs) with unbounded time-varying delays and it has been widely investigated …

Global μ‐Stability of Complex‐Valued Neural Networks with Unbounded Time‐Varying Delays

X Chen, Q Song, X Liu, Z Zhao - Abstract and Applied Analysis, 2014 - Wiley Online Library
The complex‐valued neural networks with unbounded time‐varying delays are considered.
By constructing appropriate Lyapunov‐Krasovskii functionals, and employing the free …

Global μ-stability analysis of discrete-time complex-valued neural networks with leakage delay and mixed delays

X Chen, Q Song, Z Zhao, Y Liu - Neurocomputing, 2016 - Elsevier
In this paper, the problem of μ-stability for discrete-time complex-valued neural networks
with three kinds of time-delays including leakage delay, discrete delay and distributed delay …

Multiple μ-stability analysis of complex-valued neural networks with unbounded time-varying delays

R Rakkiyappan, G Velmurugan, J Cao - Neurocomputing, 2015 - Elsevier
In this paper, we are considered complex-valued neural networks (CVNNs) with unbounded
time-varying delays and the problem of multiple μ-stability of the proposed CVNNs is …

Global μ-stability of complex-valued delayed neural networks with leakage delay

W Gong, J Liang, J Cao - Neurocomputing, 2015 - Elsevier
In this paper, the global μ-stability is investigated for the complex-valued neural networks
with leakage time delay and unbounded time-varying delays. The activation functions …

Complete stability analysis of complex-valued neural networks with time delays and impulses

R Rakkiyappan, G Velmurugan, X Li - Neural Processing Letters, 2015 - Springer
In this paper, we extensively study the analysis of complete stability of complex-valued
neural networks with time delay and impulsive effects. Using stability theory, impulsive …

Global μ− stability of quaternion-valued neural networks with non-differentiable time-varying delays

H Shu, Q Song, Y Liu, Z Zhao, FE Alsaadi - Neurocomputing, 2017 - Elsevier
In the paper, the quaternion-valued neural networks (QVNNs) with non-differentiable time-
varying delays are considered. Firstly, by using the method of plural decomposition, we …

Global Lagrange stability of complex‐valued neural networks of neutral type with time‐varying delays

Z Tu, J Cao, A Alsaedi, FE Alsaadi, T Hayat - Complexity, 2016 - Wiley Online Library
In this article, the problem of global exponential stability in Lagrange sense of neutral type
complex‐valued neural networks (CVNNs) with delays is investigated. Two different classes …

Global μ‐Stability of Impulsive Complex‐Valued Neural Networks with Leakage Delay and Mixed Delays

X Chen, Q Song, Y Liu, Z Zhao - Abstract and Applied Analysis, 2014 - Wiley Online Library
The impulsive complex‐valued neural networks with three kinds of time delays including
leakage delay, discrete delay, and distributed delay are considered. Based on the …

Stability analysis of complex-valued neural networks with probabilistic time-varying delays

Q Song, Z Zhao, Y Liu - Neurocomputing, 2015 - Elsevier
In this paper, the stability of complex-valued neural networks with probabilistic time-varying
delays is investigated. Two important integral inequalities that include Jensen׳ s inequality …