Summation of gaussian shifts as jacobi’s third theta function

Shengxin Zhu*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

A proper choice of parameters of the Jacobi modular identity (Jacobi Imaginary transformation) implies that the summation of Gaussian shifts on infinity periodic grids can be represented as the Jacobi’s third Theta function. As such, connection between summation of Gaussian shifts and the solution to a Schr¨odinger equation is explicitly shown. A concise and controllable upper bound of the saturation error for approximating constant functions with summation of Gaussian shifts can be immediately obtained in terms of the underlying shape parameter of the Gaussian. This sheds light on how to choose a shape parameter and provides further understanding on using Gaussians with increasingly flatness.

Original languageEnglish
Pages (from-to)157-163
Number of pages7
JournalMathematical Foundations of Computing
Volume3
Issue number3
DOIs
Publication statusPublished - Aug 2020

Keywords

  • Gaussian radial basis functions
  • Jacobi Theta function
  • Jacobi’s imaginary transformation
  • modular identity
  • saturation error

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