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IEEE Trans Cybern. 2019 Apr 29. doi: 10.1109/TCYB.2019.2911029. [Epub ahead of print]

Event-Triggered Synchronization Strategy for Multiple Neural Networks With Time Delay.

Abstract

This paper deals with global exponential synchronization of multiple neural networks (NNs) with time delay via a very broad class of event-triggered coupling, in which coupling matrix can be non-Laplacian. Some simple and convenient sufficient conditions are derived to guarantee global exponential synchronization of the coupling NNs under an event-triggered strategy. In particular, the effect of the common subsystem can be positive or negative on the synchronization scheme. Three examples are presented to test the results in theory analysis.

PMID:
31034433
DOI:
10.1109/TCYB.2019.2911029

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