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Article
Robust Asymptotic Stability and Projective Synchronization of Time-Varying Delayed Fractional Neural Networks Under Parametric Uncertainty
In this paper, the robust asymptotic stability and projective synchronization of fractional-order time-varying delayed neural networks with uncertain parameters are studied. On account of the homeomorphism map...
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Article
Stability Switches and Hopf Bifurcation of a Neuron System with both Leakage and Distributed Delays
This paper focuses on the effect of leakage delays on the dynamics of nonlinear delay systems based on a neuron system with discrete and distributed delay. By introducing a virtual neuron, we can eliminate the...
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Article
Global Mittag-Leffler Synchronization of Fractional-Order Neural Networks Via Impulsive Control
This paper aims at analyzing the impulsive synchronization of fractional-order neural works. Firstly, in view of control theory, by constructing a suitable impulsive response system with the designed controlle...
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Chapter and Conference Paper
Stability of Complex-Valued Neural Networks with Two Additive Time-Varying Delay Components
In this paper, a class of complex-valued neural networks including two additive time-varying delay components has been discussed. By making use of the combinational Lyapunov-Krasovskii functional and free weig...
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Chapter and Conference Paper
Stability of Complex-Valued Cohen-Grossberg Neural Networks with Time-Varying Delays
In this paper, the complex-valued Cohen-Grossberg neural networks model with time-varying delays is considered. By employing the idea of vector Lyapunov function, M-matrix theory and inequality technique, a ne...
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Article
Cluster, local and complete synchronization in coupled neural networks with mixed delays and nonlinear coupling
In this paper, synchronization analysis is investigated for an array of hybrid coupled neural networks with discrete time-varying delays, distributed time-varying delays and nonlinear coupling. By utilizing a ...
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Chapter and Conference Paper
Passivity Criterion of Stochastic T-S Fuzzy Systems with Time-Varying Delays
In this paper, the passivity for stochastic Takagi-Sugeno (T-S) fuzzy systems with time-varying delays is investigated without assuming the differentiability of the time-varying delays. By utilizing the Lyapun...
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Chapter and Conference Paper
Global Dissipativity of Neural Networks with Time-Varying Delay and Leakage Delay
In this paper, the problem on global dissipativity is investigated for neural networks with time-varying delays and leakage delay as well as generalized activation functions. By constructing appropriate Lyapun...
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Chapter and Conference Paper
Mesh Exponential Stability of Look-Ahead Vehicle Following System with Time Delays
In this paper, the problem on the mesh stability for a class of look-ahead vehicle following system with time delays is investigated under the assumption that all isolated subsystems are exponentially stable. ...
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Chapter and Conference Paper
Novel Results on Mesh Stability for a Class of Vehicle Following System with Time Delays
In this paper, the problem on the mesh stability for a class of vehicle following system with time delays is investigated. Based on the vector Lyapunov function method and inequality technique, several criteri...
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Chapter and Conference Paper
Stability of Neural Networks with Both Impulses and Time-Varying Delays on Time Scale
In this paper, the stability of neural networks with both impulses and time-varying delays on time scale is investigated, the existence of Delta derivative of time-varying delays is not assumed. By employing t...
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Chapter and Conference Paper
Anti-periodic Solutions for High-Order Neural Networks with Mixed Time Delays
In the paper, the problem on the stability of anti-periodic solutions is investigated for high-order neural networks with discrete and distributed time delays. Several sufficient conditions for checking the ex...
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Chapter and Conference Paper
Synchronization of Nonidentical Chaotic Neural Networks with Time-Varying Delays
In this paper, the problem on synchronization of two nonidentical chaotic neural networks with time-varying delays is investigated. By constructing a proper sliding surface, and employing a combination of the ...
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Chapter and Conference Paper
Cluster Synchronization for Discrete-Time Complex Networks
This paper investigates cluster synchronization in discrete-time complex networks with both discrete and distributed time-varying delays. By utilizing a special coupling matrix and the Kronecker product, it is...
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Chapter and Conference Paper
Invariant Set and Attractor of Discrete-Time Impulsive Recurrent Neural Networks
In this paper, we study the invariant set and attractor of the discrete-time impulsive recurrent neural networks (DIRNNs). By using a powerful delay difference inequality and properties of nonnegative matrices...
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Chapter and Conference Paper
P-Moment Asymptotic Behavior of Nonautonomous Stochastic Differential Equation with Delay
In this paper, we consider p-moment asymptotic behaviors of a nonautonomous delay stochastic differential equation. By using L-operator differential inequality techniques, we get some sufficient criterions for p-...
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Chapter
Passivity Analysis of Stochastic Neural Networks with Mixed Time-Varying Delays
In this paper, the passivity problem is investigated for a class of stochastic neural networks with discrete time-varying delay and distributed time-varying delay as well as generalized activation functions. B...
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Chapter and Conference Paper
Multistability of Delayed Neural Networks with Discontinuous Activations
In the paper, we present the existence of m n locally exponentially stable equilibrium points for a general n-dimensional delayed neural networks with multileve...
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Chapter and Conference Paper
Dissipativity Analysis of Stochastic Neural Networks with Time-Varying Delays
In this paper, the problem on global dissipativity is investigated for stochastic neural networks with time-varying delays and generalized activation functions. By constructing appropriate Lyapunov-Krasovskii ...
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Chapter and Conference Paper
Global Passivity of Stochastic Neural Networks with Time-Varying Delays
In this paper, the passivity problem is investigated for a class of stochastic neural networks with time-varying delays as well as generalized activation functions. By employing a combination of Lyapunov funct...