Delay-dependent stability analysis of neural networks with time-varying delay: A generalized free-weighting-matrix approach

CK Zhang, Y He, L Jiang, WJ Lin, M Wu - Applied mathematics and …, 2017 - Elsevier
This paper investigates the delay-dependent stability problem of continuous neural networks
with a bounded time-varying delay via Lyapunov–Krasovskii functional (LKF) method. This …

Novel weighting-delay-based stability criteria for recurrent neural networks with time-varying delay

H Zhang, Z Liu, GB Huang… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
In this paper, a weighting-delay-based method is developed for the study of the stability
problem of a class of recurrent neural networks (RNNs) with time-varying delay. Different …

New delay-dependent stability criteria for neural networks with time-varying delay

Y He, G Liu, D Rees - IEEE Transactions on Neural Networks, 2007 - ieeexplore.ieee.org
In this letter, a new method is proposed for stability analysis of neural networks (NNs) with a
time-varying delay. Some less conservative delay-dependent stability criteria are …

Stability analysis for neural networks with time-varying delay based on quadratic convex combination

H Zhang, F Yang, X Liu, Q Zhang - IEEE transactions on neural …, 2013 - ieeexplore.ieee.org
In this paper, a novel method is developed for the stability problem of a class of neural
networks with time-varying delay. New delay-dependent stability criteria in terms of linear …

Stability analysis for neural networks with time-varying interval delay

Y He, GP Liu, D Rees, M Wu - IEEE Transactions on Neural …, 2007 - ieeexplore.ieee.org
This letter is concerned with the stability analysis of neural networks (NNs) with time-varying
interval delay. The relationship between the time-varying delay and its lower and upper …

New criteria for synchronization stability of general complex dynamical networks with coupling delays

H Gao, J Lam, G Chen - Physics Letters A, 2006 - Elsevier
Complex dynamical networks are attracting more and more attention due to their ubiquity in
the natural world. This Letter presents several new delay-dependent conditions for a general …

New Lyapunov–Krasovskii functionals for global asymptotic stability of delayed neural networks

XM Zhang, QL Han - IEEE Transactions on Neural networks, 2009 - ieeexplore.ieee.org
This brief deals with the problem of global asymptotic stability for a class of delayed neural
networks. Some new Lyapunov-Krasovskii functionals are constructed by nonuniformly …

New delay-dependent stability criteria for neural networks with time-varying delay using delay-decomposition approach

C Ge, C Hua, X Guan - IEEE Transactions on Neural Networks …, 2013 - ieeexplore.ieee.org
This brief is concerned with the problem of asymptotic stability of neural networks with time-
varying delays. The activation functions are monotone nondecreasing with known lower and …

Stability analysis of generalized neural networks with time-varying delays via a new integral inequality

HB Zeng, Y He, M Wu, SP Xiao - Neurocomputing, 2015 - Elsevier
This paper focuses on the delay-dependent stability of a class of generalized neural
networks (NNs) with time-varying delays. A free-matrix-based inequality is presented by …

Complete delay-decomposing approach to asymptotic stability for neural networks with time-varying delays

HB Zeng, Y He, M Wu, CF Zhang - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper is concerned with the problem of stability of neural networks with time-varying
delays. A novel Lyapunov-Krasovskii functional decomposing the delays in all integral terms …