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Artificial neural network
Deep learning multi-layer perceptron artificial neural network designed for short-term load prediction.
Electrical and electronic engineering
- 2019 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
On the Evolutionary Neural Network Creation Using Native Visibility Graph
compared these networks with multi-layer perceptron. We have found that our novel approach creates smaller networks comparing to multi-layer perceptron and also, the decision sp...
Computer and information sciences
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Evolutionary Learning of Multi-Layer Perceptron Neural Networks
Evolutionary learning algorithms for multilayer neural networks of perceptron type are presented. Several crossover and mutation operators are suited to recombine genotype encoding of neural network parameters. Experiments ...
IN - Informatika
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Parameter Estimation of MLP Network by Particle Filters
Parameter estimation of a multi-layer perceptron network using global nonlinear filtering methods is treated. The truncated second-order filter is applied within the framework of the particle filter approach to des...
BB - Aplikovaná statistika, operační výzkum
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Sequential optimal experiment design for neural networks using multiple linearization
Design of an optimal input signal in system identification using multi-layer perceptron network is treated. It is shown that utilizing the conditional probability density function of parameters for design of the in...
BC - Teorie a systémy řízení
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
On various multi-layer perceptron and radial basis function based artificial neural networks in the process of a hot flow curve description
is commonly solved via a Feed-Forward Multi-Layer Perceptron architecture and rarely via of corresponding modifications of both studied networks, namely on a Cascade-Forward Multi-Layer Perce...
Materials engineering
- 2021 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Neural Networks Algorithms Analysis in Image Processing Application
Basis Function (RBF) and the MLP (Multi Layer Perceptron) neural networks. We layer contruction of RBF neural network and algorithm Back-Propagation (BP) of MLP neural network. The real ...
JA - Elektronika a optoelektronika, elektrotechnika
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Usage of Data Mining Techniques on Marketing Research Data
This contribution contains problems of marketing research data classification by means of data mining algorithms. Three basic methods are described, classification with the aid of Multi-layer Perceptron neural network
IN - Informatika
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
RegNeN
Program for finding optimal regression function of given data using artificial neural network...
JD - Využití počítačů, robotika a její aplikace
- 2010 •
- R
Rok uplatnění
R - Software
Predictive Control of Radio Telescope Using Multi-layer Perceptron Neural Network
. A Multilayer Perceptron (MLP) network approach is used for prediction of the indicator...
IN - Informatika
- 2013 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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