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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 atrract...
BC - Teorie a systémy řízení
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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 periodical...
IN - Informatika
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
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...
BC - Teorie a systémy řízení
- 2010 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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
Adaptation of Time-Delay Dynamic Quadratic Neural Unit for Extension of Adaptive Methodology for Monitoring and Evaluation of Bio-signals
The paper attends to the adaptation of the dynamic time delayed quadratic neural unit model (TmD-QNU) and its utilization during evaluation of biological signals, concretely of signals obtained from ECG. In the pap...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Adaptive Evaluation of Complex Dynamical Systems Using Low-Dimensional Neural Architectures
instantaneous and long-term attributes of complex dynamic behavior, such as of chaotic systems andreal-world dynamical systems. Low-dimensional dynamic quadratic neural units enhanced as forced <...
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
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 and Cubic Neural Units for Identification and Fast State Feedback Control of Unknown Non-Linear Dynamic Systems
The paper introduces The paper introduces Quadratic and Cubic neural units (QNU, CNU) as appropriate neural units for fast state feedback control of unknown, unstable, non-linear systems and depict their a...
BC - Teorie a systémy řízení
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
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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