Yazar "Faydasıçok, Özlem" için MF - Makale Koleksiyonu | Elektrik-Elektronik Mühendisliği Bölümü / Department of Electrical-Electronics Engineering listeleme
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An analysis of stability of uncertain neural networks with multiple time delays
Faydasıçok, Özlem; Arık, Sabri (Pergamon-Elsevier Science Ltd, 2013-09)This paper deals with the problem of robust stability of neural networks with multiple time delays with the class of unbounded and nondecreasing activation functions. By constructing a suitable Lyapunov functional and ... -
Equilibrium and stability analysis of delayed neural networks under parameter uncertainties
Faydasıçok, Özlem; Arık, Sabri (Elsevier Science Inc, 2012-02-15)This paper proposes new results for the existence, uniqueness and global asymptotic stability of the equilibrium point for neural networks with multiple time delays under parameter uncertainties. By using Lyapunov stability ... -
Further analysis of global robust stability of neural networks with multiple time delays
Faydasıçok, Özlem; Arık, Sabri (Pergamon-Elsevier Science Ltd, 2012-04)This paper deals with the problem of the global robust asymptotic stability of the class of dynamical neural networks with multiple time delays. We propose a new alternative sufficient condition for the existence, uniqueness ... -
A new robust stability criterion for dynamical neural networks with multiple time delays
Faydasıçok, Özlem; Arık, Sabri (Elsevier Science BV, 2013-01-01)This paper investigates the problem of the existence, uniqueness and global asymptotic stability of the equilibrium point for the class of neural networks with multiple time delays and parameter uncertainties. Under the ... -
A new upper bound for the norm of interval matrices with application to robust stability analysis of delayed neural networks
Faydasıçok, Özlem; Arık, Sabri (Pergamon-Elsevier Science Ltd, 2013-08)The main problem with the analysis of robust stability of neural networks is to find the upper bound norm for the intervalized interconnection matrices of neural networks. In the previous literature, the major three upper ... -
Robust stability analysis of a class of neural networks with discrete time delays
Faydasıçok, Özlem; Arık, Sabri (Pergamon-Elsevier Science Ltd, 2012-05)This paper studies the existence, uniqueness and global asymptotic stability of the equilibrium point for the class of neural networks with discrete constant time delays under parameter uncertainties. The class of the ...