Abstract
In this paper, activation dynamics of complex-valued neural networks are studied on general time scales. Besides presenting conditions guaranteeing the existence of a unique equilibrium pattern, its global exponential stability is discussed. Some numerical examples for different time scales are given in order to highlight the results. © 2011 Foundation for Scientific Research and Technological Innovation.
Recommended Citation
M. Bohner et al., "Global Stability of Complex-Valued Neural Networks on Time Scales," Differential Equations and Dynamical Systems, vol. 19, no. 1 thru 2, pp. 3 - 11, Springer, Jan 2011.
The definitive version is available at https://doi.org/10.1007/s12591-010-0076-9
Department(s)
Mathematics and Statistics
Keywords and Phrases
ψ-globally exponentially stable; Complex-valued neural networks; Time scales
International Standard Serial Number (ISSN)
0974-6870; 0971-3514
Document Type
Article - Journal
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2024 Springer, All rights reserved.
Publication Date
01 Jan 2011
