Some stability properties of dynamic neural networks
Wen Yu, Xiaoou Li · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2001
In this paper, the passivity-based approach is used to derive a tuning algorithm for a class of dynamic neural networks. Several stability properties, such as passivity, asymptotic stability, input-to-state stability and bounded input-bounded output stability, are guaranteed in certain senses.