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Quasi‐stabilization/synchronization of quaternion‐valued memristive neural networks: Norm approach

This paper examines the quasi‐stabilization and synchronization of memristive neural networks in high dimensional forms. First, new criteria for the existence of the equilibrium point (EP) are delivered by contraction… Click to show full abstract

This paper examines the quasi‐stabilization and synchronization of memristive neural networks in high dimensional forms. First, new criteria for the existence of the equilibrium point (EP) are delivered by contraction mapping principle. Then, a new Lyapunov function described with one‐norm form is imported for quasi‐stabilization/synchronization of the system. Finally, two numerical examples containing simulations are given to demonstrate the effectiveness.

Keywords: memristive neural; neural networks; stabilization synchronization; quasi stabilization

Journal Title: Mathematical Methods in the Applied Sciences
Year Published: 2024

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