Synchronization of inertial complex-valued memristor-based neural networks with time-varying delays.
Math Biosci Eng
; 21(2): 3319-3334, 2024 Feb 04.
Article
em En
| MEDLINE
| ID: mdl-38454730
ABSTRACT
The synchronization of inertial complex-valued memristor-based neural networks (ICVMNNs) with time-varying delays was explored in the paper with the non-separation and non-reduced approach. Sufficient conditions required for the exponential synchronization of the ICVMNNs were identified with the construction of comprehensive Lyapunov functions and the design of a novel control scheme. The adaptive synchronization was also investigated based on the derived results, which is easier to implement in practice. What's more, a numerical example that verifies the obtained results was presented.
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Coleções:
01-internacional
Base de dados:
MEDLINE
Idioma:
En
Revista:
Math Biosci Eng
Ano de publicação:
2024
Tipo de documento:
Article