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Lag projective synchronization of discrete-time fractional-order quaternion-valued neural networks with time delays.
- Source :
-
Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2024 Nov; Vol. 179, pp. 106532. Date of Electronic Publication: 2024 Jul 11. - Publication Year :
- 2024
-
Abstract
- This paper deals with the lag projective synchronization (LPS) problem for a class of discrete-time fractional-order quaternion-valued neural networks(DTFO QVNNs) systems with time delays. Firstly, a DTFOQVNNs system with time delay is constructed. Secondly, linear and adaptive feedback controllers with sign function are designed respectively. Furthermore, through Lyapunov direct method, DTFO inequality technique and Razumikhin theorem, some sufficiency criteria are obtained to ensure that the system in this article can achieve LPS. At last, the significance of the theoretical part of this paper is verified through numerical simulation.<br />Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.<br /> (Copyright © 2024. Published by Elsevier Ltd.)
Details
- Language :
- English
- ISSN :
- 1879-2782
- Volume :
- 179
- Database :
- MEDLINE
- Journal :
- Neural networks : the official journal of the International Neural Network Society
- Publication Type :
- Academic Journal
- Accession number :
- 39096750
- Full Text :
- https://doi.org/10.1016/j.neunet.2024.106532