Electronic circuits modeling using artificial neural networks

MV Andrejević, VB Litovski - Journal of Automatic Control, 2003 - doiserbia.nb.rs
In this paper artificial neural networks (ANN) are applied to modeling of electronic circuits.
ANNs are used for application of the black-box modeling concept in the time domain …

Application of artificial neural networks in electronics

MA Stošović, V Litovski - Electronics, 2017 - doisrpska.nub.rs
In this paper we will give short overview of different applications of artificial neural networks
in electronics. Artificial neural networks are shown to be universal approximators, so they …

Behavioural modelling, simulation, test and diagnosis of MEMS using ANNs

V Litovski, M Andrejevic… - 2005 IEEE International …, 2005 - ieeexplore.ieee.org
The design of micro-electrical-mechanical systems requires that the entire system can be
modelled and simulated. Additionally, behaviour under fault conditions must be simulated to …

ANN based modeling, testing and diagnosis of MEMS [capacitive pressure transducer example]

V Litovski, M Andrejevic… - 7th Seminar on Neural …, 2004 - ieeexplore.ieee.org
New concepts of simulation, testing and diagnosis of MEMS are proposed, intended to boost
the time to market and dependability of such systems. Black-box modeling of nonelectronic …

Ann application to modeling of the D/A and A/D interface for mixed-mode behavioral simulation

VB Litovski, MV Andrejević, PM Petković… - Journal of Circuits …, 2004 - World Scientific
Artificial neural networks are applied for modeling the input and output circuits of the digital
part of the digital–analog and analog–digital interface, respectively, in CMOS mixed-mode …

Grid‐Enabled Parallel Simulation Based on Parallel Equation Formulation

B Andjelković, VB Litovski, V Zerbe - ETRI journal, 2010 - Wiley Online Library
Parallel simulation is an efficient way to cope with long runtimes and high computational
requirements in simulations of modern complex integrated electronic circuits and systems …

Electronic modelling using ANNs for analogue and mixed-mode behavioural simulation

VB Litovski, M AndrejeviC - 6th Seminar on Neural Network …, 2002 - ieeexplore.ieee.org
We describe the state of the art and some preliminary results obtained by application of
artificial neural networks (ANN) to modelling of dynamic non-linear electronic circuits. ANNs …

[PDF][PDF] Using grid computing in parallel electronic circuit simulation

B Anđelković, M Dimitrijević… - Proc. of the Sixteenth …, 2007 - leda.elfak.ni.ac.rs
This paper presents the concept of a parallel electronic circuit simulator running in the Grid
infrastructure. The simulator implements new algorithm that parallelizes equation …

[PDF][PDF] Electronic circuit simulation with ideal switches

V Litovski, M Savić, Ž Mrčarica - HAIT Journal of Science and …, 2005 - academia.edu
A recent model of an internally or externally controlled ideal switch is described. General
nonperiodical switching is considered. No limitations regarding the circuit structure and …

[PDF][PDF] Implementation and performance analysis of parallel circuit simulator on beowulf cluster

B Anđelković, V Litovski, P Petković - Zbornik radova LI …, 2007 - researchgate.net
Simulation process of modern complex integrated circuits is computationally and resource
intensive leading to long simulation runtimes. Parallel simulation on a Beowulf cluster of …