Filters
Foundation of Notation and Classification of Nonconventional Static and Dynamic Neural Units
The paper introduces basic types of nonconventional artificial neural units of higher-order nonlinear aggregating function of artificial nonconventional neural artificial neu...
BC - Teorie a systémy řízení
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Basic Classification of Nonconventional Artificial Neural Units
The paper introduces basic classification of nonconvential neural units. The classification of the new neurons is based on their natural attributes of their mathematical structure, i.e., the nonlinearity of the aggregation function,...
BC - Teorie a systémy řízení
- 2007 •
- 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 nonl...
BC - Teorie a systémy řízení
- 2004 •
- O
Rok uplatnění
O - Ostatní výsledky
Review of Development of Nonconventional Neural Architectures at the Czech Technical University in Prague
, the onset of the need for development of nonconventional neural units is introduced and applications of nonconventional neural architectures (NNA) at the Department neural networks and modeling ...
BC - Teorie a systémy řízení
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Development of Higher Order Nonlinear Neural Units for Evaluation of Complex Static and Dynamic Systems
Nonconventional artificial neural networks (NN) (with neurons with nonlinear aggregation function) can be well used to solve problems with systems showing highly complicated (chaotic) behavior that is observed with nonlinea...
BC - Teorie a systémy řízení
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Foundations of Nonconventional Neural Units and their Classification
This article introduces basic types of nonconventional neural units and focuses. The classification of nonconventional neural units is founded first according to the nonlinearity nonlinear neu...
BC - Teorie a systémy řízení
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Analysis of Methods for Evaluation of Data Uncertainties for Control of Energetic Systems
The research report is focused on cognitive systems and nonlinear methods for processing of technological data with uncertainties. Namely, nonconventional neural networks, adaptable deterministic approach to uncertainty evaluation b...
JE - Nejaderná energetika, spotřeba a užití energie
- 2007 •
- O
Rok uplatnění
O - Ostatní výsledky
Adaptive evaluation of complex time series using nonconventional neural units
This paper introduces new adaptive methodology for monitoring of variability (level of chaos) of complex time series by utilization of cognitive capabilities of nonconventional neural architectures. Experimental analysis is carried ...
IN - Informatika
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Prediction of Highly Non-stationary Time Series Using Higher-Order Neural Units
Adaptive predictive models can use conventional and nonconventional neural networks for highly non-stationary time series prediction. However, conventional neural about this concern as well as how the basis of higher-order ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Prediction of Highly Non-stationary Time Series Using Higher-Order Neural Units
Adaptive predictive models can use conventional and nonconventional neural networks for highly non-stationary time series prediction. However, conventional neural about this concern as well as how the basis of higher-order ...
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
- 1 - 10 out of 56 070