[PDF] Top 20 Robust exponential stability analysis for delayed neural networks with time varying delay
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Robust exponential stability analysis for delayed neural networks with time varying delay
... them, exponential stability provides a useful measure for the decaying rate, or convergence ...to exponential stability for neural networks with time-varying delays ... See full document
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Delay-dependent passivity analysis of time-varying delayed neural networks with leakage and stochastic effects
... the time delay in the stabilizing negative feedback terms has a tendency to destabilize a system (This kind of delays is known as leakage delays or “forgetting” ...leakage delay effects on dynamics ... See full document
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New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays
... known, stability is one of the main properties of neural networks, which is a crucial feature in the design and hardware implementation of neural ...in neural networks, ... See full document
8
A switching rule for exponential stability of switched recurrent neural networks with interval time varying delay
... years, neural networks (especially recurrent neural networks, Hopfield neural networks, and cellular neural networks) have been successfully applied in many areas ... See full document
10
On extended dissipativity analysis for neural networks with time varying delay and general activation functions
... Lyapunov-Krasovskii functional and considering the sufficient information of neuron activation functions and together with a new bound inequality, we give some sufficient conditions in terms of linear matrix inequalities ... See full document
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Existence and Stability of Periodic Solution in Impulsive Hopfield Networks with Time-Varying Delays
... global exponential stability of periodic solution for impulsive Hopfield neural networks with time-varying ...global exponential periodicity of continuous Hopfield ... See full document
6
Stability Analysis for Uncertain Stochastic Delayed Neural Networks of Neutral-Type with Discrete and Distributed Delays
... studies delay-dependent global robust problem for a class of uncertain stochastic delayed neural networks of neutral-type with discrete and distributed ...Novel stability ... See full document
9
Exponential Stability for Impulsive BAM Neural Networks with Time Varying Delays and Reaction Diffusion Terms
... orem in [18] is not applicable to ascertain the stability of neural networks (5.1). However, it is easy to check that (5.1) satisfies all conditions of Corollary 4.4 in this paper. Hence, model (5.1) ... See full document
18
Stability of delay neural networks with uncertainties via delayed intermittent control
... hybrid-coupled delayed dynamical ...mixed time varying ...in neural networks because of the external disturbances or the modeling inac- ...troducing time delays in control ... See full document
19
Further results on robust stability for uncertain neutral systems with distributed delay
... The stability analysis of neutral delay-differential systems has received considerable at- tention over the decades ...asymptotic stability and exponential stability of the ... See full document
16
Global Exponential Stability of Delayed Cohen Grossberg BAM Neural Networks with Impulses on Time Scales
... the time-scale calculus theory, the homeomorphism theory and the Lyapunov functional method, some sufficient conditions are obtained to ensure the existence and the global exponential stability of the ... See full document
17
Asymptotical Mean Square Stability of Cohen Grossberg Neural Networks with Random Delay
... mean-square stability analysis problem is considered for a class of Cohen- Grossberg neural networks CGNNs with random ...the delay is modeled by a continuous-time homogeneous ... See full document
13
Existence and Global Exponential Stability of Periodic Solutions for General Neural Networks with Time Varying Delays
... The organization of this paper is as follows. In Section 2, we introduce some notations and definitions, and state some preliminary results needed in later sections. We then study, in Section 3, the existence of periodic ... See full document
14
Global exponential stability of impulsive cellular neural networks with time varying delays via fixed point theory
... It is inspiring that in a few recent years, Burton and other authors have applied fixed point theory to investigate the stability of deterministic systems and obtained some more applicable results; for example, see ... See full document
12
New exponential stability criteria for neutral system with time varying delay and nonlinear perturbations
... Time delay is frequently viewed as a source of instability, and it is encountered in various engineering systems such as electrical circuits, chemical processes, networked control sys- tems power systems, ... See full document
11
The exponential stability of BAM neural networks with leakage time varying delays and sampled data state feedback input
... decades, neural networks have been widely investigated by ...(BAM) neural networks were firstly introduced by Kosko [, ...BAM neural network has attracted considerable attention in ... See full document
10
Improved Results on Delay-range-dependent Robust Stability Criteria of Uncertain Neutral Systems with Mixed Interval Time-varying Delays
... for delay-dependent stability crite- ria are presented by using Lyapunov-Krasovskii approach or Lyapunov-Razumikhin ...the stability analysis of neutral systems with constants or ... See full document
14
New Results of Global Asymptotical Stability for Impulsive Hopfield Neural Networks with Leakage Time Varying Delay
... Hopfield neural networks with leakage time-varying delay and ...some analysis techniques, New sufficient conditions for global asymptotical stability of the equilibrium ... See full document
15
On p th moment exponential stability of stochastic fuzzy cellular neural networks with time varying delays and impulses
... The stability of system () has been investigated in ...a time delays function which satisfied τ j (t) ≤ ξ < ...because time delays sometimes vary dramatically with time in real ... See full document
11
Delay dependent stability criteria for neutral type neural networks with interval time varying delay signals under the effects of leakage delay
... decades, neural networks have been extensively investigated and have been found in a wide range of applications in various science and engineering fields, such as signal processing, target tracking, fault ... See full document
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