Article citationsMore>>

Marchesi, M., Orlandi, G., Piazza, F. and Unchini, A. (1992) Linear Data-Driven Architectures Implementing Neural Network Models. International Journal of Neural Networks, 3, 101-120.

has been cited by the following article:

• TITLE: Parametric Stabilization of the Ring and Linear Neural Network with Two Delays

  AUTHORS: Dongxia Zhao, Dongxia Fan, Yaping Guo

  KEYWORDS: Neural Network, Time Delay, Exponential Polynomial, Linear and Ring Neural Configuration, Stability

  JOURNAL NAME: Journal of Applied Mathematics and Physics, Vol.9 No.7, July 13, 2021

  ABSTRACT: This paper is devoted to the problem of stabilizing a Hopfield-type neural network with bi-directional ring architecture and two delays. The delay-independent and delay-dependent stability conditions are explicitly presented by the method of the characteristic roots and the skill of mathematical analysis. Moreover, if a link between the adjacent two neurons is cut, the ring neural network turns to a linear one, and the stability results are also established. Furthermore, a comparative analysis for the ring and linear network shows that the stability domain is enlarged after the breaking.