Robust Stability of a Class of Nonlinear Delayed Impulsive Neural Networks with Interval Uncertainties
| Authors: | Guan Zhi-Hong, Huazhong University of Science and Technology, China
Chen Guanrong, City University of Hong Kong, Hong Kong
Qian Tong-Hui, Huazhong University of Science and Technology, China |
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| Topic: | 3.2 Cognition and Control ( AI, Fuzzy, Neuro, Evolut.Comp.) |
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| Session: | Neural Networks in Modelling and Control |
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| Keywords: | Impulsive neural network, Nonlinearity, Time-delay, Intervaluncertainty, Global robust exponential stability |
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Abstract
Many complex dynamical behaviors in the real world can be modelledby interval impulsive differential systems or interval impulsiveneural networks. This paper formulates and studies a model ofuncertain interval nonlinear delayed impulsive neural networks.Some fundamental issues such as the global exponential robuststability of the equilibrium of this new model are established andanalyzed.
