Finite-Time Output Synchronization of Undirected and Directed Coupled Neural Networks With Output Coupling.
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- Record sourced from PubMed, PMID 32554332.
- Also identified by DOI 10.1109/TNNLS.2020.2997195.
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Abstract
This article focuses on the finite-time output synchronization problem for undirected and directed coupled neural networks with output coupling (CNNOC). Based on the designed state feedback controllers and some inequality techniques, we present several finite-time output synchronization criteria for these network models. In addition, two kinds of coupling-weight adjustment strategies are also developed to guarantee the finite-time output synchronization of undirected and directed CNNOC. Finally, two numerical examples are also provided to demonstrate the effectiveness of the theoretical results.