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Recurrent Neural Networks in Signal Prediction
The contribution is devoted to analysis and testing of properties and possibilities of artificial recurrent neural networks using the Real-Time Recurrent Learning algorithm. General algorithms studied in t...
JD - Využití počítačů, robotika a její aplikace
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Cardiac arrhythmia prediction by adaptive analysis via bluetooth
. The system is trained sample-by-sample with a real time recurrent learning method in real time to recognize patterns that predict cardiac arrhythmia up to 1 second signal in real ti...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- JSC •
- Link
Rok uplatnění
JSC - Článek v periodiku v databázi SCOPUS
Výsledek na webu
Neural Network Approach to Railway Stand Lateral Skew Control
architectures as such, real-time-recurrent-learning and a variation of back-propagation-through-time are examined, accompanied by a discussion of the produced experimental for an experimental railway stan...
BC - Teorie a systémy řízení
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Linear and Non-Linear Models for Signal Prediction
networks, the Elman neural networks and a recurrent neural networks with a real time recurrent learning algorithm. The created algorithms have been then applied for processing of real data repres...
JD - Využití počítačů, robotika a její aplikace
- 2009 •
- 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
behavior. An attractive approximation capability of the recurrent QNU are demonstrated on a long term prediction of artificial and real time series.This paper presents a study of the dynamic (recurrent) quadratic ...
BC - Teorie a systémy řízení
- 2010 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Prediction of recurrence in Ta urothelial cell carcinoma by real-time quantitative PCR analysis: A microarray validation study (1)
Recurrence, urothelial cell carcinoma...
FD - Onkologie a hematologie
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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 better comprehension of the...
BC - Teorie a systémy řízení
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Bagging Technique Using Temporal Expansion Functions
functions for encoding the input data. We use three simulated and three real time-series Learning area, in order to reduce the prediction error of several unstable predictors a newpower learning tool. Although, if...
IN - Informatika
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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 paper the adaptation learn...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Learning Assembly Tasks in a Few Minutes by CombiningImpedance Control and Residual Recurrent ReinforcementLearning
conducting assembly tasks in real-world scenarios. Reinforcement learning (RL) methods be a data-extensive, time-consuming, and potentially unsafe process. In contrast deals with the right portion of the assembly problem, ...
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
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