The problem of global asymptotic stability of the high-order delay neural networks with time-varying coefficients is investigated. Sufficient conditions are obtained for the existence and global asymptotic stability of the equilibrium of such neural networks by using Brouwer's fixed point theorem and Liapunov method.
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PEIGUANG WANG, HAIRONG LIAN, Yonghong Wu, Global Asymptotic Stability of High-Order Delay Hopfield Neural Networks with Time-Varying Coefficients. Z. Anal. Anwend. 24 (2005), no. 2, pp. 419–429DOI 10.4171/ZAA/1249