Pointwise and uniform approximation by multivariate neural network operators of the max-product type.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 27389570.
- Also identified by DOI 10.1016/j.neunet.2016.06.002.
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Abstract
In this article, the theory of multivariate max-product neural network (NN) and quasi-interpolation operators has been introduced. Pointwise and uniform approximation results have been proved, together with estimates concerning the rate of convergence. At the end, several examples of sigmoidal activation functions have been provided.
Medical subject headings
- Multivariate Analysis
- Neural Networks, Computer