Back to Search
Start Over
Region stability analysis for switched discrete-time recurrent neural network with multiple equilibria.
- Source :
-
Neurocomputing . Aug2017, Vol. 249, p182-190. 9p. - Publication Year :
- 2017
-
Abstract
- This paper investigates a kind of switched discrete-time neural network. Such neural network is composed of multiple sub-networks and switched different sub-networks according to the states of neural network. There is no common equilibrium for all of sub-networks, i.e., multiple equilibria coexist. Firstly, a bounded condition is presented for the switched discrete-time neural network. And then sufficient conditions are derived to ensure region stability of the equilibrium points of such neural network by mathematical analysis and nonsingular M-matrix theory. Four examples are presented to verify the validity of our results. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 09252312
- Volume :
- 249
- Database :
- Academic Search Index
- Journal :
- Neurocomputing
- Publication Type :
- Academic Journal
- Accession number :
- 122947600
- Full Text :
- https://doi.org/10.1016/j.neucom.2017.03.065