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Aplicação da rede neural MLP (Multilayer Perceptron) em indústria de pisos e revestimentos do pólo cerâmico de Santa Gertrudes - SP
(2013-01-01)
Neural Network MLP (Multilayer Perceptron) application in the flooring and ceramic tile industries in the Ceramic Pole of Santa Gertrudes-SP - Artificial Neural Networks constitute an alternative to traditional programmed ...
Selecting Statistical Characteristics of Brain Signals to Detect Epileptic Seizures using Discrete Wavelet Transform and Perceptron Neural Network
Electroencephalogram signals (EEG) have always been used in medical diagnosis. Evaluation of the statistical characteristics of EEG signals is actually the foundation of all brain signal processing methods. Since the correct ...
Sensitivity for Multivariate Calibration based on Multilayer Perceptron Artificial Neural Networks
(American Chemical Society, 2020-08)
The use of machine learning for multivariate spectroscopic data analysis in applications related to process monitoring has become very popular since non-linearities in the relationship between signal and predicted variables ...
Prediction of Dispersion Relation and PBGs in 2-D PCs by Using Artificial Neural Networks
(Ieee-inst Electrical Electronics Engineers IncPiscatawayEUA, 2012)
A neural network for prediction of high intensity resonance modes in magnetic multilayers
(IOP Publishing Ltd, 2021-07)
The use of magnetic materials as building blocks for frequency applications makes it possible to fabricate micrometer and nanometer high frequency devices. Moreover, devices with multiple high intensity modes for multiband ...
A neural networks study of quinone compounds with trypanocidal activity
(SPRINGER, 2008)
This work investigates neural network models for predicting the trypanocidal activity of 28 quinone compounds. Artificial neural networks (ANN), such as multilayer perceptrons (MLP) and Kohonen models, were employed with ...
An adaptive system based on artificial neural networks for NPK fluid fertilizer application
(Elsevier B.V., 2000-01-01)
The application process of fluid fertilizers through variable rates implemented by classical techniques with feedback and conventional equipments can be inefficient or unstable. This paper proposes an open-loop control ...
An adaptive system based on artificial neural networks for NPK fluid fertilizer application
(Elsevier B.V., 2000-01-01)
The application process of fluid fertilizers through variable rates implemented by classical techniques with feedback and conventional equipments can be inefficient or unstable. This paper proposes an open-loop control ...
Análise de desempenho da rede neural artificial do tipo multilayer perceptron na era multicore
(Universidade Federal do Rio Grande do NorteBRUFRNPrograma de Pós-Graduação em Engenharia ElétricaAutomação e Sistemas; Engenharia de Computação; Telecomunicações, 2012-08-07)
Artificial neural networks are usually applied to solve complex problems. In problems
with more complexity, by increasing the number of layers and neurons, it is possible to
achieve greater functional efficiency. Nevertheless, ...