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 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 …

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 …

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 …

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 …

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 …

Global exponential stability of neutral-type Cohen–Grossberg neural networks with multiple time-varying neutral and discrete delays

Z Zhang, X Zhang, T Yu - Neurocomputing, 2022 - Elsevier
This paper studies the global exponential stability of neutral-type Cohen–Grossberg neural
networks (NTCGNNs) with multiple time-varying discrete and neutral delays. Since the …

New delay-dependent stability criteria for neutral-type neural networks with mixed random time-varying delays

K Shi, S Zhong, H Zhu, X Liu, Y Zeng - Neurocomputing, 2015 - Elsevier
This study is concerned with the problem of stability analysis of neutral-type neural networks
with mixed random time-varying delays. Firstly, by using a novel and resultful mathematical …

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 …

An improved stability criterion for generalized neural networks with additive time-varying delays

R Rakkiyappan, R Sivasamy, JH Park, TH Lee - Neurocomputing, 2016 - Elsevier
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 …