Results 21 to 30 of about 1,367 (141)
Further stability analysis of neutral-type Cohen-Grossberg neural networks with multiple delays
Discrete & Continuous Dynamical Systems - S, 2021 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Global exponential stability of nonautonomous neural network models with unbounded delays [PDF]
, 2017 For a nonautonomous class of n-dimensional di erential system with in nite delays, we give su cient conditions for its global exponential stability, without showing the existence of an equilibrium point, or a periodic solution, or an almost periodic ...
Oliveira, José J.
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General criteria for asymptotic and exponential stabilities of neural network models with unbounded delays [PDF]
, 2011 For a family of differential equations with infinite delay, we give sufficient conditions for the global asymptotic, and global exponential stability of an equilibrium point.
Faria, Teresa, Oliveira, José J.
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LMI Approach to Exponential Stability and Almost Sure Exponential Stability for Stochastic Fuzzy Markovian-Jumping Cohen-Grossberg Neural Networks with Nonlinear p-Laplace Diffusion [PDF]
, 2013 The robust exponential stability of delayed fuzzy Markovian-jumping Cohen-Grossberg neural networks (CGNNs) with nonlinear p-Laplace diffusion is studied.
Ruofeng Rao +3 more
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Discrete Dynamics in Nature and Society, Volume 2019, Issue 1, 2019., 2019 This paper is concerned with the mean‐square exponential input‐to‐state stability problem for a class of stochastic Cohen‐Grossberg neural networks. Different from prior works, neutral terms and mixed delays are discussed in our system. By employing the Lyapunov‐Krasovskii functional method, Itô formula, Dynkin formula, and stochastic analysis theory ...
Tianqing Yang +3 more
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Discrete Dynamics in Nature and Society, Volume 2018, Issue 1, 2018., 2018 A class of quaternion‐valued fuzzy cellular neural networks with time‐varying delays on time scales is proposed. Based on inequality analysis techniques on time scales, a fixed point theorem and the theory of calculus on time scales, the existence, and global exponential stability of anti‐periodic solutions for this class of neural networks are ...
Shiping Shen +3 more
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Stability results for impulsive functional differential equations with infinite delay [PDF]
, 2012 For a family of diff erential equations with in finitive delay and impulses, we establish conditions for the existence of global solutions and for the global asymptotic and global exponential stabilities of an equilibrium point. The results are used to
Faria, Teresa +2 more
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Complexity, Volume 2017, Issue 1, 2017., 2017 This paper investigates the existence and globally asymptotic stability of equilibrium solution for Riemann‐Liouville fractional‐order hybrid BAM neural networks with distributed delays and impulses. The factors of such network systems including the distributed delays, impulsive effects, and two different fractional‐order derivatives between the U ...
Hai Zhang +4 more
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Global Exponential Stability of Periodic Solution for Neutral‐Type Complex‐Valued Neural Networks
Discrete Dynamics in Nature and Society, Volume 2016, Issue 1, 2016., 2016 This paper deals with a class of neutral‐type complex‐valued neural networks with delays. By means of Mawhin’s continuation theorem, some criteria on existence of periodic solutions are established for the neutral‐type complex‐valued neural networks. By constructing an appropriate Lyapunov‐Krasovskii functional, some sufficient conditions are derived ...
Song Guo, Bo Du, Rigoberto Medina
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Mathematical Problems in Engineering, Volume 2015, Issue 1, 2015., 2015 A decentralized recurrent wavelet first‐order neural network (RWFONN) structure is presented. The use of a wavelet Morlet activation function allows proposing a neural structure in continuous time of a single layer and a single neuron in order to identify online in a series‐parallel configuration, using the filtered error (FE) training algorithm, the ...
Luis A. Vázquez +3 more
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