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 …

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 …

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 …

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 map** poles to zeroes and vice versa is presented in this paper. In a …

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 …

[PDF][PDF] A new class of cascade orthogonal filters based on a special inner product with application in modeling of dynamical systems

NB Danković, DS Antić, SS Nikolić… - Acta Polytechnica …, 2016‏ - acta.uni-obuda.hu
A class of cascade filters, orthogonal with respect to a new inner product, is presented in this
paper. A sequence of generalized Malmquist orthogonal rational functions is used for design …

[PDF][PDF] Generalized cascade orthogonal filters based on symmetric bilinear transformation with application to modeling of dynamic systems

N Danković, D Antić, S Nikolić, S Perić, M Spasić - Filomat, 2018‏ - pmf.ni.ac.rs
This paper presents generalized orthogonal cascade filters based on bilinear transformation
for map** poles to zeroes and zeroes to poles in transfer functions. The filters are …