Dynamical analysis of fuzzy BAM neural networks with variable delays (Q1937929)

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scientific article; zbMATH DE number 6133710
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Dynamical analysis of fuzzy BAM neural networks with variable delays
scientific article; zbMATH DE number 6133710

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    Dynamical analysis of fuzzy BAM neural networks with variable delays (English)
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    1 February 2013
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    The authors investigate fuzzy bidirectional associated memory (BAM) neural networks with variable delays modeled by the system \[ \begin{multlined} x'_{1i}(t)=-d_{1i}x_{1i}(t)+\bigwedge\limits_{j=1}^m\alpha_{2ji}f_{2j}(x_{2j}(t-\tau_{2j}(t)))+\bigwedge\limits_{j=1}^mT_{2ji}u_{2j}(t)+ \\ +I_{1i}(t)+\bigvee\limits_{j=1}^m\beta_{2ji}f_{2j}(x_{2j}(t-\tau_{2j}(t)))+\bigvee\limits_{j=1}^mH_{2ji}u_{2j}(t),\end{multlined} \] \[ \begin{multlined} x'_{2j}(t)=-d_{2j}x_{2j}(t)+\bigwedge\limits_{i=1}^n\alpha_{1ij}f_{1i}(x_{1i}(t-\tau_{1i}(t)))+\bigwedge\limits_{i=1}^nT_{1ij}u_{1i}(t)+\\+I_{2j}(t)+\bigvee\limits_{i=1}^n\beta_{1ij}f_{1i}(x_{1i}(t-\tau_{1i}(t)))+\bigvee\limits_{i=1}^nH_{1ij}u_{1i}(t),\end{multlined} \] where \(i=1,2,\dotsc,n;\) \(j=1,2,\dotsc,m,\) and obtain some sufficient conditions for the existence and exponential stability of periodic solutions when the system is periodic and bounded.
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    fuzzy BAM neural networks
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    periodic solution
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    global exponential stability
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    variable delays
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