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EXPONENTIAL STABILITY OF BAM-TYPE NEURAL NETWORKS WITH CONFORMABLE DERIVATIVE.

Authors :
KUTAHYALIOGLU, AYSEN
KARAKOÇ, FATMA
Source :
Proceedings of Institute of Mathematics & Mechanics National Academy of Sciences of Azerbaijan; 2023, Vol. 49 Issue 1, p78-94, 17p
Publication Year :
2023

Abstract

This paper investigates the fractional exponential stability of bidirectional associative memory (BAM) neural networks with conformable derivative. Applying the contraction mapping theorem existence and uniqueness of the equilibrium is studied. Furthermore, an appropriate Lyapunov function is stated to get exponential stability. Numerical examples are given to illustrate the obtained results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
24094986
Volume :
49
Issue :
1
Database :
Complementary Index
Journal :
Proceedings of Institute of Mathematics & Mechanics National Academy of Sciences of Azerbaijan
Publication Type :
Academic Journal
Accession number :
164070397
Full Text :
https://doi.org/10.30546/2409-4994.2023.49.1.78