On the Domain Attraction of Fuzzy Neural Networks

Authors:
Tingwen Huang;Xiaofeng Liao;Hui Huang
Affiliations:
Texas A&M University at Qatar, Doha, Qatar;Department of Computer Science and Engineering, Chongqing University, Chongqing, P.R. China 400030;Fundamental Study Department, Chongqing Logistics and Engineering College,
Venue:
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Year:
2008

Citing 7
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Abstract

In this paper, we study qualitative properties of equilibrium points in a class of interval fuzzy neural networks and obtain an estimate on the domain of robust attraction of locally exponentially stable equilibrium points. Both the conditions and the estimate are formulated in terms of the parameter intervals, so they are verifiable easily.