Periodic oscillations in a class of fuzzy neural networks under impulsive control
2011
In this paper, a class of fuzzy neural networks under impulsive control is discussed. Using Mawhin's continuation theorem of coincidence degree
and the Halanay-type inequalities, some sucient conditions for existence and
globally exponential stability of periodic solution are established. Fuzzy rules
are put into Lipschitzian condition and a new method to study stability is introduced, based on the Halanay-type inequalities. Furthermore, some neural
network models are considered to illustrate the feasibility and eectiveness of
our results.
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