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Generalized stability conditions for coupled neural networks with delay feedbacks

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We present a generalization of the existing models of delayed neural networks (DNNs) with positive delay feedback. A generalized criterion for stability of the system of delay differential equations (DDEs),… Click to show full abstract

We present a generalization of the existing models of delayed neural networks (DNNs) with positive delay feedback. A generalized criterion for stability of the system of delay differential equations (DDEs), which governs the dynamics of DNNs, around the trivial local equilibrium is also provided.

Keywords: stability conditions; neural networks; conditions coupled; coupled neural; generalized stability; stability

Journal Title: Heliyon
Year Published: 2019

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