Novel Results for the Stability of h-Discrete Fractional Neural Networks with Nonsingular and Nonlocal Kernels
DOI:
https://doi.org/10.55059/ijm.2022.1.3/32Keywords:
discrete-time fractional neural networks, h-discrete nabla ABC fractional operator, Schauder fixed point theorem, Ulam-Hyers stabilityAbstract
We investigate at a novel type of nonlinear discrete-time fractional neural networks using the h-discrete nabla ABC fractional operator. To derive appropriate criteria for the existence and uniqueness of solutions to the issues at hand, we apply basic fixed-point theory techniques. Furthermore, The Ulam-Hyers stability of the considered model, as well as significant findings, are shown. Moreover, to highlight the validity of the presented conclusions, two and three-dimensional examples are explored.
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Copyright (c) 2022 Innovative Journal of Mathematics (IJM)
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