On the domain of attraction and convergence rate of Hopfield continuous feedback neural networks
Jinde Cao · 2002
The domain of attraction of memory patterns and exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are estimated by means of a matrix measure and a comparison principle. These results can be used for the evaluation of fault-tolerance capability and the synthesis procedures for Hopfield continuous feedback associative memory neural networks.