Global Lagrange stability of complex‐valued neural networks of neutral type with time‐varying delays
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 …
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 …
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 …
complex-valued neural networks with random time-varying delays. By introducing a …
Improved stability analysis results of generalized neural networks with time-varying delays
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 …
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 …
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 …
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 …
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
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 …
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 …
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
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 …
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