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Quadratic Neural Unit and its Network in Validation of Process Data of Steam Turbine Loop and Energetic Boiler
The paper discusses results and advantages of the application of quadratic neural units and novel quadratic neural network to modeling of real data for purposes for the real process. A comparison of perfor...
BC - Teorie a systémy řízení
- 2010 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Quadratic neural unit for adaptive prediction of transitions among local attractors of Lorenz system
The goal of the paper is to demonstrate an adaptive prediction of trajectory transitions between local attractors of deterministic chaotic systems using low-dimensional dynamic quadratic neural unit with periodically forced...
IN - Informatika
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Dynamic Backpropagation and Prediction
The paper introduces matrix derivaion of adaptation of a fundamental clasess of dynamic neural networs and dynamic quadratic neural unit for prediction of time series series are shown, and atrractive attributes of ...
BC - Teorie a systémy řízení
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Rotating machinery fault diagnosis using a quadratic neural unit
In this work, a quadratic neural unit was implemented for rotating machinery fault diagnoses of an industrial machine, where the input data that were used were taken from a vibration test on an alternating current motor. Th...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Program system neurecon for advanced data reconcilliation
The report describes solution and analysis of steam turbine data measurements reconciliation with the use of feed-forward neural networks, quadratic neural unit, with the use of techniques Neural Networks ...
JE - Nejaderná energetika, spotřeba a užití energie
- 2008 •
- O
Rok uplatnění
O - Ostatní výsledky
Weight Adaptation Stability of Static Quadratic Neural Unit
This paper is focused on weight adaptation stability analysis of static quadratic neural unit (QNU) which is considered a high nonlinear approximator. The aim of this paper is to provide verifiable conditions in which the w...
JB - Senzory, čidla, měření a regulace
- 2011 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Testing Potentials of Dynamic Quadratic Neural Unit for Prediction of Lung Motion during Respiration for Tracking Radiation Therapy
This paper presents a study of the dynamic (recurrent) quadratic neural unit (QNU) -a class of higher order network or a class of polynomial neural network- as applied to the prediction of lung respiration dynamics...
BC - Teorie a systémy řízení
- 2010 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Model Reference Adaptive Control for Active Vibration Damping System
Model Reference Adaptive Control (MRAC) architecture with Higher Order Neural Unit (HONU) was examined. Control was designed using real data from an experimental active vibration damping system. The aim is to test the suitability of...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Arrhythmia disease classification using a higher-order neural unit
This paper presents a quadratic neural unit with error backpropagation learning algorithm to classify electrocardiogram arrhythmia disease. The electrocardiogram arrhythmia classification scheme consists of data acquisition...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Prediction of Highly Non-stationary Time Series Using Higher-Order Neural Units
a Quadratic Neural Unit, a special case of higher-order neural units. Finally about this concern as well as how the basis of higher-order neural units canAdaptive predictive models can u...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
Výsledek na webu
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