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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
BC - Teorie a systémy řízení
- 2006 •
- 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 a...
BC - Teorie a systémy řízení
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Foundations of Nonconventional Neural Units and their Classification
nonlinear neural units, time-delay dynamic neural units, and time-delay higher order nonlinear neural units are introduced. Brief introduction into the simplif...
BC - Teorie a systémy řízení
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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
Foundation of Notation and Classification of Nonconventional Static and Dynamic Neural Units
nonlinear neural units, time-delay dynamic neural units, and time-delay higher-order nonlinear neural units is introduced. Introduction into the simplified par...
BC - Teorie a systémy řízení
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Linear Dynamic Neural Units with Time Delay for Identification and Control
The paper introduces the concept of simple continuous-time dynamic neural units with adaptable time delays as applied to system approximation. A simple dynamic BackPropagation learning algorithm is shown f...
BC - Teorie a systémy řízení
- 2005 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Foundation and Classification of Non-Conventional Neural Units and Paradigm of Non-Synaptic Neural Interaction
and classification of higher-order non-linear neural units, time-delay dynamic neural units, and time-delay higher-order nonlinear neural units is introduced. ...
IN - Informatika
- 2010 •
- C
Rok uplatnění
C - Kapitola v odborné knize
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
Evaluation of magnitude and phase delay of periodic signals using neural unit with time delay
of past data. This is not necessary, when the neural unit with time delay is used.
JB - Senzory, čidla, měření a regulace
- 2013 •
- 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
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