Finite-time robust stabilization of uncertain delayed neural networks with discontinuous activations via delayed feedback control.
basic_science · Level V
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- Record sourced from PubMed, PMID 26878721.
- Also identified by DOI 10.1016/j.neunet.2016.01.005.
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Abstract
This paper is concerned with the finite-time robust stabilization of delayed neural networks (DNNs) in the presence of discontinuous activations and parameter uncertainties. By using the nonsmooth analysis and control theory, a delayed controller is designed to realize the finite-time robust stabilization of DNNs with discontinuous activations and parameter uncertainties, and the upper bound of the settling time functional for stabilization is estimated. Finally, two examples are provided to demonstrate the effectiveness of the theoretical results.
Medical subject headings
- Feedback
- Neural Networks, Computer