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本文研究了时变时滞连续Hopfield神经网络存在有界参数不确定时的稳定性问题,提出了保证该网络鲁棒稳定的代数Riccati方程(ARE)设计算法。而忽略时滞或忽略参数不确定,则得到有别于以往结果的各种有关参数不确定连续Hopfield神经网络稳定性的定理。
In this paper, we study the stability problem of continuous Hopfield neural networks with time-varying delays under uncertain parameters and propose an algebraic Riccati equation (ARE) design algorithm to ensure the robust stability of the network. While ignoring the time lag or ignoring the uncertain parameters, we get the theorems of the stability of various continuous Hopfield neural networks with uncertain parameters and different from previous results.