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Robust stability for interval Hopfield neural networks with time delay
- Source :
- IEEE Transactions on Neural Networks. Sept, 1998, Vol. 9 Issue 5, p1042, 4 p.
- Publication Year :
- 1998
-
Abstract
- The conventional Hopfield neural network with time delay is intervalized to consider the bounded effect of deviation of network parameters and perturbations yielding a novel interval dynamic Hopfield neural network (IDHNN) model. A sufficient condition related to the existence of unique equilibrium point and its robust stability is derived. Index Terms - Interval Hopfield neural network, robust stability, time delay.
Details
- ISSN :
- 10459227
- Volume :
- 9
- Issue :
- 5
- Database :
- Gale General OneFile
- Journal :
- IEEE Transactions on Neural Networks
- Publication Type :
- Academic Journal
- Accession number :
- edsgcl.21165003