Title
Global exponential stability of a class of neural circuits
Document Type
Article
Publication Date
1-1-1999
Abstract
This paper obtains the global exponential stability (GES) of the class of Hopfield-Tank neural circuits, which can represent a generalization of the existing stability results in the sense that only the global asymptotic stability (GAS) of the neural circuits was obtained under existing sufficient conditions in the literature. An example of a neural circuit which is globally asymptotically stable (GAS) rather than globally exponentially stable (GES) is also given.
Publication Source (Journal or Book title)
IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications
First Page
748
Last Page
751
Recommended Citation
Liang, X., & Wu, L. (1999). Global exponential stability of a class of neural circuits. IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 46 (6), 748-751. https://doi.org/10.1109/81.768832