Input-Output Stability Of Neural Network With Hysteresis

Abstract

In this paper analysis of hysteresis neural network towards stability are proposed. In the present research existence, asymptotic stability and Input-output stability of equations as a model for hysteretic neurons are discussed. These neural networks can also be employed for image extraction in a noise interfering channels. We establish sufficient conditions for various stability analysis of this class of neural networks. The result improves the earlier publications due to the Input output analysis of the network with neutral delays.