Stability of Multilayer Recursive Neural Networks

Authors

  • Sergey Alexandrovich Ivanov South Ural State University
  • Irina Igorevna Blees South Ural State University

Keywords:

neural networks, difference matrix equations, stability of difference equations, multilayer network

Abstract

Numerical stability criteria are described for multilayer discrete-time neural networks. Stability domains in the space of parameters are built. The problem reduces to the stability problem for difference matrix equations of a higher order with delay. Stability cones are major tolls for problem solution.

Author Biographies

Sergey Alexandrovich Ivanov, South Ural State University

Associate Professor, System Programming Department

Irina Igorevna Blees, South Ural State University

Master Student, System Programming Department

Published

2015-06-22

Issue

Section

Mathematics