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- Title
Boundedness and Stability for Discrete-Time Delayed Neural Network with Complex-Valued Linear Threshold Neurons.
- Authors
Chengjun Duan; Qiankun Song
- Abstract
The discrete-time delayed neural network with complex-valued linear threshold neurons is considered. By constructing appropriate Lyapunov-Krasovskii functionals and employing linear matrix inequality technique and analysis method, several new delay-dependent criteria for checking the boundedness and global exponential stability are established. Illustrated examples are also given to show the effectiveness and less conservatism of the proposed criteria.
- Subjects
ARTIFICIAL neural networks; MATHEMATICAL functions; MATRICES (Mathematics); LYAPUNOV functions; DIFFERENTIAL equations; MATHEMATICS
- Publication
Discrete Dynamics in Nature & Society, 2010, p1
- ISSN
1026-0226
- Publication type
Article
- DOI
10.1155/2010/368379