Global exponential stabilization and lag synchronization control of inertial neural networks with time delays.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 32172041.
- Also identified by DOI 10.1016/j.neunet.2020.03.006.
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Abstract
The global exponential stabilization and lag synchronization control of delayed inertial neural networks (INNs) are investigated. By constructing nonnegative function and employing inequality techniques, several new results about exponential stabilization and exponential lag synchronization are derived via adaptive control. And the theoretical outcomes are developed directly from the INNs themselves without variable substitution. In addition, the synchronization results are also applied to image encryption and decryption. Finally, an example is presented to illustrate the validity of the derived results.
Medical subject headings
- Neural Networks, Computer