Work

Computational simulations and uniform stability of fractional order neural networks under perturbed system setup

Year: 2026

Type: article

Abstract: This study addresses the existence and uniform stability of solutions for a class of Caputo-type fractional-order bidirectional associative memory (BAM) neural networks incorporating leakage delay in the view of perturbed system setup. A few numerical examples with delay and fractional parameters demonstrates the consistency of the theoretical results.

Source: Scientific Reports

DOI: 10.1038/s41598-026-51847-7

Authors: Kalla Kumara Swamy, Sumati Kumari Panda, Amer Hassan Albargi, Jamshaid Ahmad

Institutions: GMR Institute of Technology, King Abdulaziz University, Sefako Makgatho Health Sciences University, University of Jeddah

Language: English

Topic: Neural Networks Stability and Synchronization

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $2,690

OpenAlex ID: W7160719786