Global µ-stability of quaternion-valued neural networks with mixed time-varying delays

X You, Q Song, J Liang, Y Liu, FE Alsaadi - Neurocomputing, 2018 - Elsevier
In this paper, the problem of global µ-stability for quaternion-valued neural networks with
time-varying delays and unbounded distributed delays is investigated. To avoid the non …

Global asymptotic stability of complex-valued neural networks with additive time-varying delays

K Subramanian, P Muthukumar - Cognitive Neurodynamics, 2017 - Springer
In this paper, we extensively study the global asymptotic stability problem of complex-valued
neural networks with leakage delay and additive time-varying delays. By constructing a …

Boundedness and complete stability of complex-valued neural networks with time delay

B Zhou, Q Song - IEEE Transactions on Neural Networks and …, 2013 - ieeexplore.ieee.org
In this paper, the boundedness and complete stability of complex-valued neural networks
(CVNNs) with time delay are studied. Some conditions to guarantee the boundedness of the …

Global asymptotic stability analysis for neutral-type complex-valued neural networks with random time-varying delays

R Sriraman, R Samidurai - International Journal of Systems …, 2019 - Taylor & Francis
This paper investigates the global asymptotic stability problem for a class of neutral-type
complex-valued neural networks with random time-varying delays. By introducing a …

Nonlinear measure approach for the stability analysis of complex-valued neural networks

W Gong, J Liang, C Zhang, J Cao - Neural Processing Letters, 2016 - Springer
Based on the nonlinear measure method and the matrix inequality techniques, this paper
addresses the global asymptotic stability for the complex-valued neural networks with delay …

Global μ-stability criteria for quaternion-valued neural networks with unbounded time-varying delays

Y Liu, D Zhang, J Lu, J Cao - Information Sciences, 2016 - Elsevier
In this paper, we first propose quaternion-valued neural networks (QVNNs) with unbounded
time-varying delays. Some sufficient conditions on the global μ-stability in the form of both …

Global stability of complex-valued neural networks with both leakage time delay and discrete time delay on time scales

X Chen, Q Song - Neurocomputing, 2013 - Elsevier
In this paper, the complex-valued neural networks with both leakage time delay and discrete
time delay as well as two types of activation functions on time scales are considered. By …

Stability criterion of complex-valued neural networks with both leakage delay and time-varying delays on time scales

Q Song, Z Zhao - Neurocomputing, 2016 - Elsevier
In this paper, the problem on the global exponential stability of complex-valued neural
networks with both leakage delay and time-varying delays on time scales is discussed. By …

Improved stability analysis results of generalized neural networks with time-varying delays

Z Zhai, H Yan, S Chen, H Zeng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article studies the stability problem of generalized neural networks (GNNs) with time-
varying delay. The delay has two cases: the first case is that the delay's derivative has only …

Global asymptotic stability of stochastic complex-valued neural networks with probabilistic time-varying delays

R Sriraman, Y Cao, R Samidurai - Mathematics and Computers in …, 2020 - Elsevier
This paper studies the global asymptotic stability problem for a class of stochastic complex-
valued neural networks (SCVNNs) with probabilistic time-varying delays as well as …