Effects of leakage delay on global asymptotic stability of complex‐valued neural networks with interval time‐varying delays via new complex‐valued Jensen's …
R Samidurai, R Sriraman, J Cao… - International Journal of …, 2018 - Wiley Online Library
This paper investigates the global asymptotic stability analysis for a class of complex‐valued
neural networks with leakage delay and interval time‐varying delays. Different from previous …
neural networks with leakage delay and interval time‐varying delays. Different from previous …
Global exponential stability of complex-valued neural networks with both time-varying delays and impulsive effects
Q Song, H Yan, Z Zhao, Y Liu - Neural Networks, 2016 - Elsevier
In this paper, the global exponential stability of complex-valued neural networks with both
time-varying delays and impulsive effects is discussed. By employing Lyapunov functional …
time-varying delays and impulsive effects is discussed. By employing Lyapunov functional …
Leakage delay-dependent stability analysis for complex-valued neural networks with discrete and distributed time-varying delays
R Samidurai, R Sriraman, S Zhu - Neurocomputing, 2019 - Elsevier
This paper investigates the leakage delay-dependent global asymptotic stability problem for
a class of complex-valued neural networks (CVNNs) with discrete and distributed time …
a class of complex-valued neural networks (CVNNs) with discrete and distributed time …
On stability analysis for neural networks with interval time-varying delays via some new augmented Lyapunov–Krasovskii functional
This paper is concerned with the problem of stability analysis of neural networks with interval
time-varying delays. It is assumed that the lower bound of time-varying delays is not …
time-varying delays. It is assumed that the lower bound of time-varying delays is not …
An improved stability criterion for generalized neural networks with additive time-varying delays
This paper deals with the problem of stability analysis of generalized neural networks with
time delays. It should be noted that additive time-varying delays are taken in the state of the …
time delays. It should be noted that additive time-varying delays are taken in the state of the …
Novel stability analysis methods for generalized neural networks with interval time-varying delay
This paper deals with the stability analysis of generalized neural networks (GNN) with
interval time-varying delay, and some novel stability criteria are proposed. For the delay …
interval time-varying delay, and some novel stability criteria are proposed. For the delay …
Mean-square input-to-state stability for stochastic complex-valued neural networks with neutral delay
Q Song, Z Zhao, Y Liu, FE Alsaadi - Neurocomputing, 2022 - Elsevier
In this paper, the issue of input-to-state exponential stability (ISES) for stochastic complex-
valued neural networks with neutral delay (SCVNNs) and discrete delay is considered …
valued neural networks with neutral delay (SCVNNs) and discrete delay is considered …
Global -Stability of Quaternion-Valued Neural Networks With Unbounded and Asynchronous Time-Varying Delays
X Liu, Z Li - IEEE Access, 2019 - ieeexplore.ieee.org
In this paper, we investigate the global μ-stability problem of quaternion-valued neural
networks (QVNNs) with unbounded and asynchronous time-varying delays. The …
networks (QVNNs) with unbounded and asynchronous time-varying delays. The …
Stability analysis of neural networks with time-varying delay using a new augmented Lyapunov–Krasovskii functional
C Hua, Y Wang, S Wu - Neurocomputing, 2019 - Elsevier
This paper examines the problem of asymptotic stability of continuous neural networks with
time-varying delay via a new Lyapunov–Krasovskii functional (LKF). First, a suitable …
time-varying delay via a new Lyapunov–Krasovskii functional (LKF). First, a suitable …
Matrix measure method for global exponential stability of complex-valued recurrent neural networks with time-varying delays
W Gong, J Liang, J Cao - Neural Networks, 2015 - Elsevier
In this paper, based on the matrix measure method and the Halanay inequality, global
exponential stability problem is investigated for the complex-valued recurrent neural …
exponential stability problem is investigated for the complex-valued recurrent neural …