Saturated and asymmetric saturated control for projective synchronization of inertial neural networks with delays and discontinuous activations through matrix measure method
Udhayakumar K. Shanmugasundaram S. Kashkynbayev A. Rakkiyappan R.
November 2023ISA - Instrumentation, Systems, and Automation Society
ISA Transactions
2023#142198 - 213 pp.
The projective synchronization work presented in this article is focused on a class of nonlinear discontinuous coupled inertial neural networks with mixed time-varying delays and a cluster topological structure. The synchronization problem for discontinuous coupled inertial neural networks with clustering topology is examined in consideration with the mismatched parameters and the mutual influence among various clusters. To determine the required conditions for network convergence under the influence of an extensive range of impulses, the matrix measure technique and the average impulsive intervals are employed. To illustrate the effectiveness of the theoretical findings, graphical representation of varied impulsive ranges for multiple cases are provided using numerical simulations.
Asymmetric saturation actuators , Discontinuous activations , Inertial neural network , Matrix measure method , Saturation actuators , Synchronization
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Department of Mathematics, Bharathiar University, Tamilnadu, Coimbatore, 641 046, India
Department of Mathematics, Nazarbayev University, Nur-Sultan city, Kazakhstan
Institute of Mathematics and Mathematical Modeling, Almaty, 050010, Kazakhstan
Department of Mathematics
Department of Mathematics
Institute of Mathematics and Mathematical Modeling
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