Synchronisation of quaternion-valued neural networks with neutral delay and discrete delay via aperiodic intermittent control

Yi Wang, Qiankun Song and Yurong Liu

International Journal of Systems Science, 2025, vol. 56, issue 7, 1395-1412

Abstract: This paper studies the synchronisation of quaternion-valued neural networks with neutral delay and discrete delay by aperiodic intermittent control. By using inequality techniques and constructing appropriate Lyapunov–Krasovskii functional, a main criterion expressed as quaternion-valued linear matrix inequalities is derived to pledge the synchronisation of the considered quaternion-valued neural networks. The theoretical result is demonstrated by an illustrated example as well as simulations.

Date: 2025
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DOI: 10.1080/00207721.2024.2427249

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