Abstract
This paper focuses on the stabilization problem for a class of fractional-order bidirectional associative memory neural networks with mixed time delays (discrete delay and finite-time distributed delay). Based on adaptive control and delay feedback control, two kinds of adaptive control schemes are proposed to realize the global stabilization of systems. Different from those in earlier works, our method mainly depends on two fractional inequalities and a new fractional-order Barbalat lemma. Finally, some numerical simulations are provided to illustrate the feasibility and effectiveness of the proposed adaptive control schemes.
Acknowledgments
The authors would like to express their sincere gratitude to several anonymous referees for their valuable comments and suggestions on this manuscript.
Disclosure statement
No potential conflict of interest was reported by the authors.