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- Title
Global Exponential Stability of Fractional Order Complex-Valued Neural Networks with Leakage Delay and Mixed Time Varying Delays.
- Authors
Hymavathi, M.; Muhiuddin, G.; Syed Ali, M.; Al-Amri, Jehad F.; Gunasekaran, Nallappan; Vadivel, R.
- Abstract
This paper investigates the global exponential stability of fractional order complex-valued neural networks with leakage delay and mixed time varying delays. By constructing a proper Lyapunov-functional we established sufficient conditions to ensure global exponential stability of the fractional order complex-valued neural networks. The stability conditions are established in terms of linear matrix inequalities. Finally, two numerical examples are given to illustrate the effectiveness of the obtained results.
- Subjects
EXPONENTIAL stability; LINEAR matrix inequalities; LEAKAGE
- Publication
Fractal & Fractional, 2022, Vol 6, Issue 3, p140
- ISSN
2504-3110
- Publication type
Article
- DOI
10.3390/fractalfract6030140