On equilibria, stability, and instability of Hopfield neural networks

Authors:
Zhi-Hong Guan;G. Chen;Yi Qin
Affiliations:
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan;-;-
Venue:
IEEE Transactions on Neural Networks
Year:
2000

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Abstract

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