Robust stability for interval Hopfield neural networks with time delay
Xiaofeng Liao, Jeubang Yu · IEEE Transactions on Neural Networks · 1998
The conventional Hopfield neural network with time delay is intervalized to consider the bounded effect of deviation of network parameters and perturbations yielding a novel interval dynamic Hopfield neural network (IDHNN) model. A sufficient condition related to the existence of unique equilibrium point and its robust stability is derived.