Stability of Two-Layer Recursive Neural Networks

Authors

  • Sergey Alexandrovich Ivanov Chelyabinsk State Pedagogical University

Keywords:

neural networks, difference matrix equations, stability of difference equations, two-layer network

Abstract

The stability conditions are described for the discrete neural networks. Stability regions are constructed in the parameter space for these networks. The problem reduces to the stability problem for the matrix difference equations of higher order with delay. The main tool is the stability cone.

Author Biography

Sergey Alexandrovich Ivanov, Chelyabinsk State Pedagogical University

Post-graduate Student, Mathematical Analysis Department

Published

2013-10-25

Issue

Section

Short communications