Litcius/Paper detail

Nonlinear Approximation and (Deep) $$\mathrm {ReLU}$$ Networks

Ingrid Daubechies, Ronald DeVore, Simon Foucart, Boris Hanin, Guergana Petrova

2021Constructive Approximation196 citationsDOI

Topics & Concepts

Artificial neural networkFunction approximationApproximation theoryNonlinear systemLinear approximationApproximation algorithmMinimax approximation algorithmMathematicsDeep learningApplied mathematicsSmoothnessComputer scienceArtificial intelligenceMathematical optimizationMathematical analysisPhysicsQuantum mechanicsNeural Networks and ApplicationsModel Reduction and Neural NetworksAdvanced Numerical Analysis Techniques