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Influence Activation Function in Approximate Periodic Functions Using Neural Networks
Published 2017-04-01“… The aim of this paper is to design fast neural networks to approximate periodic functions, that is, design a fully connected networks contains links between all nodes in adjacent layers which can speed up the approximation times, reduce approximation failures, and increase possibility of obtaining the globally optimal approximation. …”
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Almost periodic and quasi-periodic functions. A brief survey and some applications
Published 2024-02-01Subjects: “…almost periodic functions…”
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The Hausdorff-Young theorem for Besicovitch spaces of vector-valued almost periodic functions
Published 1995-01-01Subjects: “…almost periodic functions…”
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Direct and inverse theorems on the approximation of almost periodic functions in Besicovitch-Stepanets spaces
Published 2021-12-01Subjects: Get full text
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On the connection between Sp-almost periodic functions defined on time scales and ℝ
Published 2022-12-01“…The purpose of this article is to extend these results to Sp{S}^{p}-almost periodic functions. We prove that the necessity is true, that is, an Sp{S}^{p}-almost periodic function on T{\mathbb{T}} can be extended to an Sp{S}^{p}-almost periodic function on R{\mathbb{R}}. …”
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An extension of the Hausdorff-Young theorem to the Besicovitch-Orlicz space of almost periodic functions
Published 2002-01-01Subjects: Get full text
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$(\omega,c)$-periodic functions and mild solutions to abstract fractional integro-differential equations
Published 2018-04-01“…In this paper we study a new class of functions, which we call $(\omega,c)$-periodic functions. This collection includes periodic, anti-periodic, Bloch and unbounded functions. …”
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Approximation of classes of periodic functions of several variables with given majorant of mixed moduli of continuity
Published 2021-12-01“…In this paper, we continue the study of approximation characteristics of the classes $B^{\Omega}_{p,\theta}$ of periodic functions of several variables whose majorant of the mixed moduli of continuity contains both exponential and logarithmic multipliers. …”
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1D and 2D finite-difference operators for periodic functions on arbitrary mesh
Published 2022-03-01Subjects: Get full text
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Optimal quadrature formulas in the space W2(m,m−1) of periodic functions
Published 2022-12-01“…This paper is devoted to the process of finding the upper bound for the absolute error of the optimal quadrature formula in the space W2(m,m−1) of real-valued, periodic functions. For this the extremal function of the quadrature formula is used. …”
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Spectral mapping theorem for an evolution semigroup on a space of vector-valued almost-periodic functions
Published 2012-10-01Subjects: Get full text
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New composition theorem for weighted Stepanov-like pseudo almost periodic functions on time scales and applications
Published 2022-12-01“… First, we show a new composition theorem for both Stepanov almost periodic functions and for weighted Stepanov-like pseudo almost periodic functions on time scales. …”
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Approximative characteristics of the Nikol'skii-Besov-type classes of periodic functions in the space $B_{\infty,1}$
Published 2020-12-01“…We obtained the exact order estimates of the orthowidths and similar to them approximative characteristics of the Nikol'skii-Besov-type classes $B^{\Omega}_{p,\theta}$ of periodic functions of one and several variables in the space $B_{\infty,1}$. …”
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NIPUNA: A Novel Optimizer Activation Function for Deep Neural Networks
Published 2023-02-01Subjects: Get full text
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Best orthogonal trigonometric approximations of the Nikol'skii-Besov-type classes of periodic functions of one and several variables
Published 2022-06-01“…We obtained the exact order estimates of the best orthogonal trigonometric approximations of periodic functions of one and several variables from the Nikol'skii-Besov-type classes $B^{\omega}_{1,\theta}$ ($B^{\Omega}_{1,\theta}$ in the multivariate case $d\geq2$) in the space $B_{\infty,1}$. …”
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