On equilibria, stability, and instability of Hopfield neural networks

Zhi‐Hong Guan; Guanrong Chen; Yi Qin

doi:10.1109/72.839023

On equilibria, stability, and instability of Hopfield neural networks

IEEE Transactions on Neural Networks 11(2): 534-540

Article 2000 English

Abstract

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Existence and uniqueness of equilibrium, as well as its stability and instability, of a continuous-time Hopfield neural network are studied. A set of new and simple sufficient conditions are derived.

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