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Dynamic-Order-Extended Time Delay Dynamic Neural Units
The paper introduces a linear dynamic-order extended Time Delay Dynamic Neural Unit, which is one possible modification of novel class of artificial neurons called Time Delay Dynamic Neural Units (TmD-DNU)...
BC - Teorie a systémy řízení
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Development of Higher-Order Nonlinear Neural Units as a Tool for Approximation, Identification and Control of Complex Nonlinear Dynamic Systems and Study of Their Application Prospects for Nonlinear
The report introduces development of nonconventional artificial neural architectures with minimum number of neural parameters. The standalone static and dynamic (both continuous-time and discrete) higher-order nonlinear
BC - Teorie a systémy řízení
- 2004 •
- O
Rok uplatnění
O - Ostatní výsledky
The Implementation of the Dynamic-order-extended Time-delay Dynamic Neural Units to Heat Transfer System Modelling
The paper introduces linear dynamic-order extended time delay dynamic neural unit (DOE TmD-DNU) whose adaptation by the dynamic backpropagation learning rule is enhanced by the genetic algorithm. DOE TmD-DNU is a p...
BC - Teorie a systémy řízení
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Nonlinear adaptive dual control with dynamic structure of perceptron neural network
A new neural adaptive dual controller with dynamic structure for nonlinear on a MultiLayer Perceptron (MLP) neural network. One of the key problems joined with neural networks isselection of the neural net...
BC - Teorie a systémy řízení
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Stable Neural Architecture of Dynamic Neural Units with Adaptive Time Delays
The paper introduces the concept of contionuous-time dynamic neural units with adaptable input and state variable time delays (TmDNU-Time Delay Nural Units). Two types of TmDNU are proposed . A dynamic BackPropagation learn...
BC - Teorie a systémy řízení
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Foundation of Notation and Classification of Nonconventional Static and Dynamic Neural Units
The paper introduces basic types of nonconventional artificial neural units, their notation and classification. The notation and classification of dynamic higher-order nonlinear neural units, time-delay dynamic
BC - Teorie a systémy řízení
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Not Parametric Identification and Control with Neural Network of Dynamic Systems
In this work we present an approach to the identification and control with uncertainty by using not parametric neural network identification and control. The base of the method is the NNARX neural network....
BC - Teorie a systémy řízení
- 2003 •
- 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. Also a linear adaptive model is ntroduced for ...
BC - Teorie a systémy řízení
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Extended Dynamic Neural Architectures HONNU with Minimum Neural Parameters for Evaluation of Nonlinear Dynamic Systems
The paper introduces novel neural architectures and some of their capabilities for system approximation, control, and futher evaluation of nonlinear dynamic systems....
BC - Teorie a systémy řízení
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
State of the Art in Nonlinear Dynamical System Identification using Artificial Neural Networks
This paper deals with identification of nonlinear dynamical systems be means of artifficial neural networks. It mainly is a survey paper bringing a comparative study of different methods....
BC - Teorie a systémy řízení
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
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