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Synchronization analysis of novel delayed dynamical Clifford-valued neural networks on timescales

Adnène Arbi, Najeh Tahri

2024Journal of Algorithms & Computational Technology34 citationsDOIOpen Access PDF

Abstract

The aims of this research, is to examine the qualitative properties and analysis of synchronization of pseudo almost automorphic in Weyl’s sense solution of delayed Clifford-valued cellular neural networks of type shunting inhibitory on timescales. The results achieved are articulated as follows: the notion of pseudo almost automorphic in Weyl’s sense on timescales is suggested, which is a natural generalization of some recently published papers. The qualitative properties of the solution are realized using appropriate inequalities. Therefore, fixed-time synchronization was realized by considering appropriate feedback and Lyapunov functional. Two numerical examples to prove the merits of key results are presented at the end of this work.

Topics & Concepts

Synchronization (alternating current)Artificial neural networkComputer scienceMathematicsArtificial intelligenceTopology (electrical circuits)CombinatoricsNeural Networks and ApplicationsNeural Networks Stability and SynchronizationNonlinear Dynamics and Pattern Formation