Global -Stability of Delayed Neural Networks With Unbounded Time-Varying Delays

Authors:
Tianping Chen;Lili Wang
Affiliations:
Fudan Univ., Shanghai;-
Venue:
IEEE Transactions on Neural Networks
Year:
2007

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Abstract

In this letter, dynamical systems with unbounded time-varying delays are investigated. We address the following question: To what extent the time-varying delays can exist while the system is stable? Moreover, a new concept of stability, global mu-stability, is proposed. Under mild conditions, we prove that the dynamical systems with unbounded time-varying delays are globally mu-stable.