Estimation of attraction domain and convergence rate of hopfield continuous feedback neural network

摘要

In this paper, some new results about the estimation of the attraction domain of memory patterns and exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous-time associative memory are obtained. These results have important significance in both the evaluation of error-correction capability of Hopfield continuous-time associative memories and the synthesis of continuous-time feedback associative memory networks.