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Existence and globally exponential stability of equilibrium for BAM neural networks with impulses
In this paper, a class of two-layer heteroassociative networks called bidirectional associative memory (BAM) networks with impulses is studied. Some new sufficient conditions are established for theExpand
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The existence and global attractivity of almost periodic sequence solution of discrete-time neural networks
In this Letter, we discuss discrete-time analogue of a continuous-time cellular neural network. Sufficient conditions are obtained for the existence of a unique almost periodic sequence solutionExpand
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Existence and exponential stability of almost periodic solution for shunting inhibitory cellular neural networks with impulses
In this paper, by using the contraction principle and Gronwall–Bellman’s inequality, some sufficient conditions are obtained for checking the existence and exponential stability of almost periodicExpand
  • 78
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Passivity Analysis for Memristor-Based Inertial Neural Networks With Discrete and Distributed Delays
  • Q. Xiao, Z. Huang, Z. Zeng
  • Mathematics, Computer Science
  • IEEE Transactions on Systems, Man, and…
  • 1 February 2019
TLDR
The existing results of passivity for neural networks mainly concentrated on first-order derivative of the states, whereas it is also significant to study the passivity with high- order derivative. Expand
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Global exponential stability of BAM neural networks with transmission delays and nonlinear impulses
In this paper, a class of bidirectional associative memory (BAM) networks with transmission delays and nonlinear impulses are studied. Some new sufficient conditions are established for the existenceExpand
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Multistability analysis for a general class of delayed Cohen-Grossberg neural networks
TLDR
We decompose state space into positively invariant sets and establish sufficient conditions for the existence of locally stable equilibria for delayed Cohen-Grossberg neural networks (CGNN) through Cauchy convergence principle. Expand
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The dynamic behavior of N-species cooperation system with continuous time delays and feedback controls
TLDR
In this paper, we consider a N-species cooperation system with continuous time delays and feedback controls. Expand
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Multi-almost periodicity in semi-discretizations of a general class of neural networks
TLDR
In this paper, we present multi-almost periodicity of a general class of discrete-time neural networks derived from a well-known semi-discretization technique, that is, coexistence and exponential stability of 2N almost periodic sequence solutions of discrete neural networks subjected to external almost periodic stimuli. Expand
  • 4
  • 1
Multistability and multiperiodicity of high-order competitive neural networks with a general class of activation functions
  • X. Nie, Z. Huang
  • Mathematics, Computer Science
  • Neurocomputing
  • 1 April 2012
TLDR
In this paper, high-order synaptic connectivity is introduced into competitive neural networks and the multistability and multiperiodicity issues are discussed. Expand
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Effect of bounded noise on chaotic motion of duffing oscillator under parametric excitation
Abstract A harmonic function with constant amplitude and random frequency and phase is called bounded noise. In this paper, the effect of bounded noise on the chaotic behavior of the DuffingExpand
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