The dynamics of the asymmetric continuous-time Hopfield networks are discussed, and the sufficient conditions for the global and local stability of the network are proposed. Furthermore, two system designing methods for endowing the network with retrieval properties are proposed based on the matrix decomposition method, respectively. And the applications of the network in pattern recognitions and information retrieval are also studied by nu...
