Journal
IEEE TRANSACTIONS ON NEURAL NETWORKS
Volume 18, Issue 6, Pages 1836-1840Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TNN.2007.902716
Keywords
mu-stability; recurrently connected Neural Networks (NNs); unbounded time-varying delays.
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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 it mu-stability, is proposed. Under mild conditions, we prove that the dynamical systems with unbounded time-varying delays are globally mu-stable.
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