Results and challenges of artificial neural networks used for decision-making and control in medical applications

A Albu, RE Precup, TA Teban - Facta Universitatis, Series …, 2019 - casopisi.junis.ni.ac.rs
RESULTS AND CHALLENGES OF ARTIFICIAL NEURAL NETWORKS USED FOR
DECISION-MAKING AND CONTROL IN MEDICAL APPLICATIONS Adriana Albu, Page 1 …

Novel adaptive gravitational search algorithm for fuzzy controlled servo systems

RE Precup, RC David, EM Petriu… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
This paper presents a novel adaptive Gravitational Search Algorithm (GSA) for the optimal
tuning of fuzzy controlled servo systems characterized by second-order models with an …

Embedding gravitational search algorithms in convolutional neural networks for OCR applications

LO Fedorovici, RE Precup, F Dragan… - 2012 7th IEEE …, 2012 - ieeexplore.ieee.org
This paper presents aspects concerning embedding Gravitational Search Algorithms (GSAs)
in Convolutional Neural Networks (CNNs) for Optical Character Recognition (OCR) systems …

Design of generalised orthogonal filters: Application to the modelling of dynamical systems

SS Nikolić, DS Antić, SL Perić… - … Journal of Electronics, 2016 - Taylor & Francis
In this article, we define a new class of orthogonal filters with complex poles and zeroes
inside their transfer function. This further improvement of classical orthogonal filters allows …

Application of neural networks with orthogonal activation functions in control of dynamical systems

SS Nikolić, DS Antić, MT Milojković… - … Journal of Electronics, 2016 - Taylor & Francis
In this article, we present a new method for the synthesis of almost and quasi-orthogonal
polynomials of arbitrary order. Filters designed on the bases of these functions are …

On a new class of quasi-orthogonal filters

MT Milojković, DS Antić, SS Nikolić… - … Journal of Electronics, 2013 - Taylor & Francis
In this article, a new class of quasi-orthogonal filters, based on the Legendre and Malmquist-
type quasi-orthogonal polynomials, is presented. These filters are generators of quasi …

Generalized quasi-orthogonal functional networks applied in parameter sensitivity analysis of complex dynamical systems

SS Nikolic, DS Antic, NB Dankovic… - Elektronika ir …, 2022 - eejournal.ktu.lt
This paper presents one possible application of generalized quasi-orthogonal functional
networks in the sensitivity analysis of complex dynamical systems. First, a new type of first …

Robustness Stability Analysis of Higher-Order DPCM Prediction Filters

NB Dankovic, ZH Peric, DS Antic, AV Jocic… - Elektronika ir …, 2024 - eejournal.ktu.lt
This paper considers the robustness of the differential pulse-code modulation system with
higher-order predictors. Special attention is paid to the robust parametric stability of the …

New class of digital malmquist-type orthogonal filters based on the generalized inner product; application to the modeling DPCM system

N Danković, D Antić, S Nikolić… - Facta Universitatis …, 2019 - casopisi.junis.ni.ac.rs
A new class of cascade digital orthogonal filters of the Malmquist type based on bilinear
transformation for mapping poles to zeroes and vice versa is presented in this paper. In a …

A COMPREHENSIVE REVIEW OF ORTHOGONAL POLYNOMIALS AND FUNCTIONS WITH APPLICATION IN FILTER DESIGN

N Danković, SS Nikolić, D Antić… - … Control and Robotics, 2024 - casopisi.junis.ni.ac.rs
This paper presents some of the results and contributions to the theory of orthogonal
polynomials, orthogonal functions and corresponding filters, achieved in the last fifteen …