Stability analysis of recurrent neural n
Stability analysis of recurrent neural networks with piecewise constant argument of generalized type
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M.U. Akhmet; D. Aruğaslan; E. Yılmaz
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Article
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2010
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Elsevier Science
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English
⚖ 456 KB
In this paper, we apply the method of Lyapunov functions for differential equations with piecewise constant argument of generalized type to a model of recurrent neural networks (RNNs). The model involves both advanced and delayed arguments. Sufficient conditions are obtained for global exponential s