On equilibria, stability, and instability of Hopfield neural networks.
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.
Guan
Z H
ZH
Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China. guanzh@public.wh.hb.cn
Chen
G
G
Qin
Y
Y