State bounding for fuzzy memristive neural networks with bounded input disturbances.
basic_science · Level V
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- Record sourced from PubMed, PMID 33316722.
- Also identified by DOI 10.1016/j.neunet.2020.11.016.
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Abstract
This paper investigates the state bounding problem of fuzzy memristive neural networks (FMNNs) with bounded input disturbances. By using the characters of Metzler, Hurwitz and nonnegative matrices, this paper obtains the exact delay-independent and delay-dependent boundary ranges of the solution, which have less conservatism than the results in existing literatures. The validity of the results is verified by two numerical examples.
Medical subject headings
- Algorithms
- Fuzzy Logic
- Neural Networks, Computer