On the h-manifolds for impulsive conformable neural networks with reaction–diffusion terms
In this paper, we consider a new class of conformable impulsive reaction–diffusion neural networks. The stable behavior of h-manifolds with respect to the model is investigated, and sufficient conditions are proposed by constructing suitable Lyapunov-like functions. Our results are new and contribute to the development of the theory of impulsive conformable models. Examples are also presented to illustrate the proposed criteria.
Authors
- Gani Stamov (ORCID: https://orcid.org/0000-0002-2112-6601)
- Ivanka Stamova (ORCID: https://orcid.org/0000-0001-6723-2699)
- А. А. Martynyuk (ORCID: https://orcid.org/0009-0001-6724-1066)
Institutions
- S.P. Timoshenko Institute of Mechanics (UA)
- The University of Texas at San Antonio (US)
Publication Details
- Journal
- Nonlinear Analysis Modelling and Control
- Published
- 2025-10-23
- DOI
- https://doi.org/10.15388/namc.2025.30.43844
- Primary Topic
- Neural Networks and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00