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Global Exponential Stability of a General Class of Recurrent Neural Networks With Time-Varying Delays.
- Source :
-
IEEE Transactions on Circuits & Systems Part I: Fundamental Theory & Applications . Oct2003, Vol. 50 Issue 10, p1353-1358. 6p. 2 Graphs. - Publication Year :
- 2003
-
Abstract
- The Lagrangian formalism defined by Scherpen et al.for (switching) electrical circuits, is adapted to the Lagrangian formalism defined on Lie algebroids. This allows us to define regular Lagrangians and consequently, well-defined Hamiltonian descriptions of arbitrary LC networks. The relation with other Hamiltonian approaches is also analyzed and interpreted. [ABSTRACT FROM AUTHOR]
- Subjects :
- *ARTIFICIAL neural networks
*TIME delay systems
Subjects
Details
- Language :
- English
- ISSN :
- 10577122
- Volume :
- 50
- Issue :
- 10
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Circuits & Systems Part I: Fundamental Theory & Applications
- Publication Type :
- Academic Journal
- Accession number :
- 11291754
- Full Text :
- https://doi.org/10.1109/TCSI.2003.817760