Abstract:
In this paper a novel approach to assess the stability of dynamic neural networks is presented. Using a Lyapunov function, we determine conditions to guarantee input-to-s...Show MoreMetadata
Abstract:
In this paper a novel approach to assess the stability of dynamic neural networks is presented. Using a Lyapunov function, we determine conditions to guarantee input-to-state stability (ISS) which also ensures global asymptotic stability (GAS). The applicability of these conditions is illustrated by two examples.
Published in: IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications ( Volume: 46, Issue: 11, November 1999)
DOI: 10.1109/81.802844