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Fixed time synchronization of delayed quaternion-valued memristor-based neural networks

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This paper investigates the fixed time synchronization issue for a class of quaternion-valued memristor-based neural networks (QVMNN) at the presence of time varying delays. Differential inclusion and fixed time stability… Click to show full abstract

This paper investigates the fixed time synchronization issue for a class of quaternion-valued memristor-based neural networks (QVMNN) at the presence of time varying delays. Differential inclusion and fixed time stability theory are used, and new synchronization conditions are formulated to achieve the synchronization of delayed QVMNN within a fixed time based on a Lyapunov function and a suitable controller. The feasibility of the proposed method is shown through numerical simulations.

Keywords: valued memristor; time; quaternion valued; fixed time; time synchronization

Journal Title: Advances in Difference Equations
Year Published: 2020

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