Concepedia

Allan Pinkus

AP

48

Publications

4.3K

Citations

25

H-Index

1974

Active since

Affiliations

Technion – Israel Institute of Technology(Current)

University of Wisconsin–Madison

IBM (United States)

Allan Pinkus is an author at Technion – Israel Institute of Technology specializing in approximation theory, engineering, and functional analysis.

Top concepts

EngineeringApproximation TheoryFunctional AnalysisNumerical AnalysisMathematical ProgrammingSpectral TheoryComputer ScienceInverse ProblemsMachine LearningComputational Geometry

Publications per year

1974–2013

48

Publications

48

Approximation theory of the MLP model in neural networks

Allan Pinkus · Acta Numerica · 1999 · 1.4K citations

Multilayer Feedforward Perceptron, Engineering, Machine Learning +12

n-Widths in Approximation Theory.

Klaus Höllig, Allan Pinkus · Mathematics of Computation · 1986 · 744 citations

Pade Approximant, Infinite Dimensional Analysis, N-widths.- 1 +11

Multilayer feedforward networks with a nonpolynomial activation function can approximate any function

Moshe Leshno, Valdimir Ya. Lin, Allan Pinkus et al. · Neural Networks · 1993 · 288 citations · Full text

Engineering, Machine Learning, Computational Neuroscience +10

Lower bounds for approximation by MLP neural networks

Vitaly Maiorov, Allan Pinkus · Neurocomputing · 1999 · 177 citations

Engineering, Machine Learning, Large Scale Optimization +5

Studies in Spline Functions and Approximation Theory.

Larry L. Schumaker, Samuel Karlin, Charles A. Micchelli et al. · Mathematics of Computation · 1978 · 172 citations

Engineering, Spline Functions, Functional Analysis +4

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