Design and analysis of quaternion-valued neural networks for storing and retrieving color images

In this paper, we address the global exponential stability (GES) issue for the quaternion-valued neural networks (QVNNs) with non-differentiable distributed delays using the matrix measure method (MMM). Given the complex nature of quaternion algebra, the QVNNs are first transformed into similar four...

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Bibliographic Details
Published in:	Journal of applied mathematics & computing Vol. 71; no. Suppl 1; pp. 617 - 643
Main Authors:	Manoj, N., Sriraman, R., Gurusamy, R., Shang, Yilun
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.09.2025 Springer Nature B.V
Subjects:	Artificial intelligence Color imagery Computational Mathematics and Numerical Analysis Inequality Liapunov functions Mathematical and Computational Engineering Mathematics Mathematics and Statistics Mathematics of Computing Multiplication Neural networks Original Research Quaternions Stability Theory of Computation Matrix measure method 93D23 Global exponential stability Lyapunov functions Quaternion-valued neural networks 93D05 Distributed delays 92B20
ISSN:	1598-5865, 1865-2085
Online Access:	Get full text
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