Robust stability for interval Hopfield neural networks with time delay.
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.
Liao
X
X
Department of Optoelectronic Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China.
Yu
J
J