Litcius/Paper detail

Characterization of the Variation Spaces Corresponding to Shallow Neural Networks

Jonathan W. Siegel, Jinchao Xu

2023Constructive Approximation30 citationsDOI

Topics & Concepts

Bounded variationMathematicsSpace (punctuation)Variation (astronomy)Bounded functionDomain (mathematical analysis)Convex hullOmegaCharacterization (materials science)Pure mathematicsRegular polygonDiscrete mathematicsCombinatoricsMathematical analysisGeometryComputer scienceOperating systemNanotechnologyAstrophysicsPhysicsMaterials scienceQuantum mechanicsModel Reduction and Neural NetworksNeural Networks and ApplicationsNumerical methods in engineering