Artificial neural networks: Challenges in science and engineering applications

R Rodriguez Jorge - Advances in Digital Technologies, 2017 - ebooks.iospress.nl
In this paper, artificial neural networks applications in the prediction field are described. The
aim is to analyze the potentialities of conventional neural networks, such as feedforward …

Review on higher-order neural units to monitor cardiac arrhythmia patterns

A Martinez Molina, R Rodriguez Jorge… - Advances in Digital …, 2017 - ebooks.iospress.nl
An electrocardiogram (ECG) is a non-invasive technique that checks for problems with the
electrical activity of a patient's heart. ECG is economical and extremely versatile. Some of its …

Adaptive methodology for designing a predictive model of cardiac arrhythmia symptoms based on cubic neural unit

R Rodriguez Jorge, J Bila… - Advances in Digital …, 2017 - ebooks.iospress.nl
A cubic neural unit is a kind of a higher-order neural unit which can be used for prediction
tasks among others, in the medical field. The example of the tasks includes monitoring …

Weight adaptation stability of linear and higher-order neural units for prediction applications

R Rodriguez-Jorge, J Bila, J Mizera-Pietraszko… - Multimedia and Network …, 2019 - Springer
This paper is focused on weight adaptation stability analysis of static and dynamic neural
units for prediction applications. The aim of this paper is to provide verifiable conditions in …

[PDF][PDF] Weight Adaptation Stability of Linear and Higher-Order Neural Units for Prediction Applications

EA Martínez-Garcia - 2019 - academia.edu
This paper is focused on weight adaptation stability analysis of static and dynamic neural
units for prediction applications. The aim of this paper is to provide verifiable conditions in …