Stability and dissipativity analysis of static neural networks with time delay

ZG Wu, J Lam, H Su, J Chu - IEEE Transactions on Neural …, 2011 - ieeexplore.ieee.org
This paper is concerned with the problems of stability and dissipativity analysis for static
neural networks (NNs) with time delay. Some improved delay-dependent stability criteria are …

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

H Shao, QL Han - IEEE Transactions on Neural Networks, 2011 - ieeexplore.ieee.org
This brief is concerned with delay-dependent stability for neural networks with two additive
time-varying delay components. By constructing a new Lyapunov functional and using a …

Asymptotic stability analysis of neural networks with successive time delay components

Y Zhao, H Gao, S Mou - Neurocomputing, 2008 - Elsevier
In this paper the asymptotic stability of a class of time-delay neural networks is investigated.
The neural network model under consideration includes multiple components which is more …

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 …

Stability and dissipativity analysis of static neural networks with interval time-varying delay

HB Zeng, JH Park, CF Zhang, W Wang - Journal of the Franklin Institute, 2015 - Elsevier
This paper focuses on the problems of stability and dissipativity analysis for static neural
networks (NNs) with interval time-varying delay. A new augmented Lyapunov–Krasovskii …

Improved delay-partitioning method to stability analysis for neural networks with discrete and distributed time-varying delays

J Tian, W Xiong, F Xu - Applied Mathematics and Computation, 2014 - Elsevier
In this paper, an improved method is derived for the delay-dependent stability problem of
neural networks with discrete and distributed time-varying delays. An improved Lyapunov …

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 of neural networks with two delay components based on dynamic delay interval method

H Zhang, Q Shan, Z Wang - IEEE transactions on neural …, 2015 - ieeexplore.ieee.org
In this paper, a dynamic delay interval (DDI) method is proposed to deal with the stability
problem of neural networks with two delay components. This method extends the fixed …

On extended dissipativity of discrete-time neural networks with time delay

Z Feng, WX Zheng - IEEE Transactions on Neural Networks and …, 2015 - ieeexplore.ieee.org
In this brief, the problem of extended dissipativity analysis for discrete-time neural networks
with time-varying delay is investigated. The definition of extended dissipativity of discrete …

Stability for neural networks with time-varying delays via some new approaches

OM Kwon, MJ Park, SM Lee, JH Park… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
This paper considers the problem of delay-dependent stability criteria for neural networks
with time-varying delays. First, by constructing a newly augmented Lyapunov-Krasovskii …