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Using of Levenberg-Marquardt Method in Identification by Neural Networks
dealswith the comparison of the most used learning algorithms neural networks, mainly the Levenberg-Marquardt algorithm is discussed....
BC - Teorie a systémy řízení
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Possibilities of Piecewise-Linear Neural Network Training Using Levenberg-Marquardt Algorithm and Hybrid Differential Evolution
This article is focused on the comparison of the learning of an artificial neural network with a hyperbolic tangent activation function and an artificial neural network with a linear saturated activation function in hidden layers. The learning is per...
BD - Teorie informace
- 2016 •
- D
Rok uplatnění
D - Stať ve sborníku
On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm
adaptation characteristics. Among the most used learning algorithms belong thhe Levenberg-Marquardt and back-propagation.
BC - Teorie a systémy řízení
- 2004 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm
adaptation characteristics. Among the most used learning algorithms belong thhe Levenberg- Marquardt and back-propagation.
BC - Teorie a systémy řízení
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Convergence and Complexity Analysis of a Levenberg-Marquardt Algorithm for Inverse Problems
The Levenberg-Marquardt algorithm is one of the most popular algorithms introduce a novel Levenberg-Marquardt method that matches, simultaneously, the state of the art in all of these convergence ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Neural Networks Applied to Real-Time Identification
networks must be correctly train to reach our requirements. In this paper the on-line identification by using neural networks (with Levenberg-Marquardt training algorithm......
JB - Senzory, čidla, měření a regulace
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Adaptibility of Levenberg - Marquardt algorithm to different signal models
This article is focused on nonlinear signal processing using Levenberg ? Marquardt (LM) algorithm. We introduce possibility of using different signal models to fit input data, which increases usability and performance of
FP - Ostatní lékařské obory
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
THE TWO-MASS SYSTEM PARAMETER IDENTIFICATION WITH LEVENBERG-MARQUARDT ALGORITHM
characteristic and it is used as the starting point for the Levenberg-Marquardt algorithm...
Electrical and electronic engineering
- 2020 •
- D
Rok uplatnění
D - Stať ve sborníku
Levenberg-Marquardt Algorithm for Accelerometers Calibration
This paper describes a method of tri-axial accelerometer calibration. The aim of this calibration is find the accelerometer error model: non-orthogonallities, scale factors and accelerometer bias. The Levenberg-Marquardt algorit...
JU - Aeronautika, aerodynamika, letadla
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Applications of Neural Networks in Real-Time Identification
the Levenberg-Marquardt training algorithm is discussed.
BC - Teorie a systémy řízení
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
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