On the Analysis of Global and Absolute Stability of Nonlinear Continuous Neural Networks

Xue-Bin Liang, Toru Yamaguchi · Civil War Book Review · 1997

This paper obtains some new results about the existence, uniqueness, and global asymptotic stability of the equilibrium of a nonlinear continuous neural network, under a sufficient condition weaker than ones presented in the literature. The above obtained results can also imply the existing ones about absolute stability of nonlinear continuous neural networks.

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