Exponential Convergence for HCNNs with Oscillating Coefficients in Leakage Terms
作者:Ani Jiang
摘要
The paper is concerned with the exponential convergence for a class of high-order cellular neural networks with oscillating coefficients in leakage terms. By employing the differential inequality techniques, we establish a novel result to ensure that all solutions of the addressed system converge exponentially to zero vector. Our approach handles particular cases which were not considered in some early relevant results. An example along with its numerical simulation is presented to demonstrate the validity of the proposed result.
论文关键词:High-order cellular neural network, Exponential convergence, Oscillating coefficient, Leakage term
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论文官网地址:https://doi.org/10.1007/s11063-015-9418-5