Global Dynamics of a Class of Complex Valued Neural Networks
Abstract
In this paper activation dynamics of a complex valued neural network has been studied. Sufficient conditions for global exponential stability of a unique equilibrium are obtained. Our results show that in the serial mode of operation, the network converges to a stable state. © 2008 World Scientific Publishing Company.
Recommended Citation
V. S. Rao and G. R. Murthy, "Global Dynamics of a Class of Complex Valued Neural Networks," International Journal of Neural Systems, vol. 18, no. 2, pp. 165 - 171, World Scientific Publishing, Apr 2008.
The definitive version is available at https://doi.org/10.1142/S0129065708001476
Department(s)
Electrical and Computer Engineering
Keywords and Phrases
Activation dynamics; Complex valued neural networks; Global exponential stability
International Standard Serial Number (ISSN)
0129-0657
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2024 World Scientific Publishing, All rights reserved.
Publication Date
01 Apr 2008
PubMed ID
18452250
