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Approximating Multivariable Functions by Feedforward Neural Nets
Theoretical results on approximation of multivariable functions by feedforward neural networks are surveyed. Some proofs of universal approximation capabilities of rates of decrease of approximation errors with inc...
IN - Informatika
- 2013 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
Výsledek na webu
Universality and Complexity of Approximation of Multivariable Functions by Feedforward Networks.
A theoretical framework for investigation of approximation capabilities of feed-forward networks is presented in the context of nonlinear approximation theory. Some recent results of universal approximation property and est...
BA - Obecná matematika
- 2002 •
- D
Rok uplatnění
D - Stať ve sborníku
Matlab programs for approximation of powers of tests of equality of expected values in one-way MANOVA type Multivariate Generalized Linear Model, ver. 0.1
Matlab programs for approximation of powers of tests of equality of expected values in one-way MANOVA type Multivariate Generalized Linear Model. Cited in HRDLI?KOVÁ, Z. Approximation of powers of some tests in one-way MANO...
BA - Obecná matematika
- 2007 •
- X
Rok uplatnění
X - Nezařazeno
Translation-Invariant Kernels for Multivariable Approximation
of kernels suitable for multivariable approximation can have negative values but must kernel units for function approximation and classification tasks is investigated of the Fourier transforms of multivariable ker...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
The Behavior of LWPR Method on Approximation of Multivariable Functions
Locally Weighted Projection Regression is an incremental approximation method used in real-time control. It was developed to approximate functions with high-dimensional inputs. When used for problems with multivariable outp...
JD - Využití počítačů, robotika a její aplikace
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Approximation of powers of some tests in one-way MANOVA type multivariate generalized linear model
MANOVA type multivariate generalized linear models can be based on deviance or score statistic. This paper aims at approximation of the power of these tests under local alternatives. As indicated by presented simulation study, thes...
BA - Obecná matematika
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Rates of Approximation of Multivariable Functions by On-Hidden-Layer Neural Networks.
Annotation not available...
BA - Obecná matematika
- 1998 •
- D
Rok uplatnění
D - Stať ve sborníku
Tensor Train Approximation of Multivariate Functions
The tensor train is a popular model for approximating high-dimensional. The tensor train can approximate complex functions with many variables in the continuous) decomposition has the property that the tensor approximation ...
Electrical and electronic engineering
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
An Upper Estimate of the Error of Approximation of Continuous Multivariable Functions by KBF Networks.
Annotation not available...
BD - Teorie informace
- 1995 •
- D
Rok uplatnění
D - Stať ve sborníku
Universal Approximators.
of rates of approximation and description of sets of multivariable functions that can be approximated without the 'curse of dimensionality'.This article surveys recent developments in the mathematical theory of feedforward...
BA - Obecná matematika
- 2002 •
- C
Rok uplatnění
C - Kapitola v odborné knize
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