GLOBAL DYNAMICS OF A CLASS OF COMPLEX VALUED NEURAL NETWORKS-Reference-Cited by-同舟云学术

GLOBAL DYNAMICS OF A CLASS OF COMPLEX VALUED NEURAL NETWORKS

Published:2008-04 Issue:02 Volume:18 Page:165-171
ISSN:0129-0657
Container-title:International Journal of Neural Systems
language:en
Short-container-title:Int. J. Neur. Syst.

Author:

SREE HARI RAO V.¹,MURTHY GARIMELLA RAMA²

Affiliation:

1. Department of Mathematics & Statistics, Missouri University of Science & Technology, ROLLA, MO, 65409-0020, USA

2. International Institute of Information Technology, Hyderabad – 500 032, India

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.

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Networks and Communications,General Medicine

Link

https://www.worldscientific.com/doi/pdf/10.1142/S0129065708001476

Reference11 articles.

1. N. N. Aizenberg, Kibernetika (Cybernetics) 4 (1971) pp. 44–51.

2. Complex-Valued Neural Associative Memories: Network Stability and Learning Algorithm

3. A new design method for the complex-valued multistate hopfield associative memory

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