ABSOLUTE STABILITY FOR A FUZZY NEURAL NETWORK

Abstract

This paper proposes the concept of extended uncertain fuzzy neural network based on development of Hopfield’s model of neuron networks. With this system, sustainable nonlinear stability assessment method is built on the theory of passivity. The main advantages of the proposed method are the high generalization that can be applied to many different neural network layers, which can display graphs visually and have explicit representations of standards