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Global asymptotic and robust stability of recurrent neural networks with time delays
  • Jin-de Cao, J. Wang
  • Mathematics, Computer Science
  • IEEE Trans. Circuits Syst. I Regul. Pap.
  • 14 February 2005
TLDR
In this paper, two related problems, global asymptotic stability ( GAS) and global robust stability (GRS) of neural networks with time delays, are studied. Expand
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An analysis of global asymptotic stability of delayed Cohen-Grossberg neural networks via nonsmooth analysis
  • Kun Yuan, Jin-de Cao
  • Mathematics, Computer Science
  • IEEE Transactions on Circuits and Systems I…
  • 12 September 2005
TLDR
In this paper, using a method based on nonsmooth analysis and the Lyapunov method, several new sufficient conditions are derived to ensure existence and global asymptotic stability of the equilibrium point for delayed Cohen-Grossberg neural networks. Expand
  • 107
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Discrete-time bidirectional associative memory neural networks with variable delays
Based on the linear matrix inequality (LMI), some sufficient conditions are presented in this Letter for the existence, uniqueness and global exponential stability of the equilibrium point ofExpand
  • 103
  • 5
Consensus of fractional-order systems with non-uniform input and communication delays
TLDR
This paper studies the consensus problems of fractional-order systems with non-uniform input and communication delays over directed static networks and shows that the consensus condition is dependent on input delays but independent on communication delays. Expand
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Impulsive synchronization of two nonidentical chaotic systems with time-varying delay
Abstract This Letter investigates synchronization of two nonidentical Lur'e systems with time-varying delay and parameter mismatches via impulsive control. Based on the theory of impulsive functionalExpand
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A general framework for global asymptotic stability analysis of delayed neural networks based on LMI approach
In this paper, global asymptotic stability is discussed for neural networks with time-varying delay. Several new criteria in matrix inequality form are given to ascertain the uniqueness and globalExpand
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Synchronization in an array of linearly stochastically coupled networks with time delays
In this paper, the complete synchronization problem is investigated in an array of linearly stochastically coupled identical networks with time delays. The stochastic coupling term, which can reflectExpand
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  • 4
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Cluster synchronization in an array of coupled stochastic delayed neural networks via pinning control
TLDR
In this paper, cluster synchronization problem is studied for an array of coupled stochastic delayed neural networks by using pinning control strategy. Expand
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Existence and attractivity of almost periodic solutions for cellular neural networks with distributed delays and variable coefficients
TLDR
By combining the theory of the exponential dichotomy and Liapunov function, we study the existence and attractivity of almost periodic solutions for cellular neural networks with distributed delays and variable coefficients. Expand
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Hopf Bifurcation of an $(n+1)$ -Neuron Bidirectional Associative Memory Neural Network Model With Delays
TLDR
In this paper, a general delayed bidirectional associative memory neural network model with n+1 neurons is considered. Expand
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