Impulsive multidirectional associative memory neural networks: New results-Reference-Cited by-同舟云学术

Impulsive multidirectional associative memory neural networks: New results

Published:2021-07-19 Issue:07 Volume:14 Page:
ISSN:1793-5245
Container-title:International Journal of Biomathematics
language:en
Short-container-title:Int. J. Biomath.

Author:

Aouiti Chaouki¹^ORCID,Rezeg Mahjouba Ben¹

Affiliation:

1. Department of Mathematics, Faculty of Sciences of Bizerta, University of Carthage, Research Units of Mathematics and Applications UR13ES47, 7021 Zarzouna, Bizerta, Tunisia

Abstract

An Impulsive Multidirectional Associative Memory Neural Network (IMAMNN) with time-varying and leakage delays is proposed. Through the use of a continuation theorem of coincidence degree theory and differential inequality techniques we establish new conditions for the existence and exponential stability of anti-periodic solutions for the model considered in this work. Moreover, two examples and its numerical simulations are presented to show the validity and the effectiveness of the results.

Publisher

World Scientific Pub Co Pte Ltd

Subject

Applied Mathematics,Modeling and Simulation

Link

https://www.worldscientific.com/doi/pdf/10.1142/S1793524521500601

Reference74 articles.

1. Bidirectional associative memories

2. Large time dynamics of 2D semi-dissipative Boussinesq equations

3. Existence and global exponential stability of pseudo almost periodic solution for neutral delay BAM neural networks with time-varying delay in leakage terms

4. New results on impulsive type inertial bidirectional associative memory neural networks

5. Global exponential convergence of neutral-type competitive neural networks with multi-proportional delays, distributed delays and time-varying delay in leakage delays

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