doc. dr. sc. Vladimir Čeperić

Assistant professor, Department of Electronics, Microelectronics, Computer and Intelligent Systems

Location:
Public phone number:
6129-925
Internal phone number:
425

Predictive and generative machine learning models for photonic crystals

Christensen, Thomas ; Loh, Charlotte ; Picek, Stjepan ; Jakobović, Domagoj ; Jing, Li ; Fisher, Sophie ; Ceperic, Vladimir ; Joannopoulos, John ; Soljačić, Marin
2020.
Nanophotonics

Short-term forecasting of natural gas prices using machine learning and feature selection algorithms

Čeperić, Ervin ; Žiković, Saša ; Čeperić, Vladimir
2017.
Energy (Oxford)

Echo state networks for black-box modeling of integrated circuits

Magerl, Marko ; Čeperić, Vladimir ; Barić, Adrijan
2016.
IEEE transactions on computer-aided design of integrated circuits and systems

3D Cardiac Electrical Activity Model

Sovilj, Siniša ; Čeperić, Vladimir ; Magjarević, Ratko
2016.
Automatika ‒ Journal for Control, Measurement, Electronics, Computing and Communications.

A symbolic regression-based modelling strategy of AC/DC rectifiers for RFID applications

Čeperić, Vladimir ; Bako, Niko ; Barić, Adrijan
2014.
Expert systems with applications

Sparse $\varepsilon$-tube Support Vector Regression by Active Learning

Čeperić, Vladimir ; Gielen, Georges ; Barić, Adrijan
2014.
Soft computing

Black-box modelling of analogue and mixed-signal circuits in the time domain

Čeperić, Vladimir
2013.

A Strategy for Short-Term Load Forecasting by Support Vector Regression Machines

Čeperić, Ervin ; Čeperić, Vladimir ; Barić, Adrijan
2013.
IEEE transactions on power systems

Black-Box Modelling of AC-DC Rectifiers for RFID Applications Using Support Vector Regression Machines

Čeperić, Vladimir ; Georges, Gielen ; Barić, Adrijan
2013.
15th International Conference on Computer Modelling and Simulation (UKSim)

Area-efficient differential Gaussian circuit for dedicated hardware implementations of Gaussian function based machine learning algorithms

Vrtarić, David ; Čeperić, Vladimir ; Barić, Adrijan
2013.
Neurocomputing

Black-box modelling of conducted electromagnetic immunity by support vector machines

Čeperić, Vladimir ; Georges, Gielen ; Barić, Adrijan
2012.
Electromagnetic Compatibility (EMC EUROPE), 2012 International Symposium on

A brief overview of the black-box behavioural modelling of electronic circuits for transient simulations

Čeperić, Vladimir ; Barić, Adrijan
2012.
MIPRO, 2012 Proceedings of the 35th International Convention

Black-Box Modelling of Conducted Electromagnetic Emissions by Adjustable Complexity Support Vector Regression Machines

Čeperić, Vladimir ; Gielen, Georges ; Barić, Adrijan
2012.
2012 Asia-Pacific EMC-Symposium in SINGAPORE

Sparse multikernel support vector regression machines trained by active learning

Čeperić, Vladimir ; Gielen, Georges ; Barić, Adrijan
2012.
Expert systems with applications

Recurrent sparse support vector regression machines trained by active learning in the time-domain

Čeperić, Vladimir ; Gielen, Georges ; Barić, Adrijan
2012.
Expert systems with applications

Modelling of Integrated Circuit Conducted Electromagnetic Immunity by Artificial Neural Networks

Čeperić, Vladimir ; Barić, Adrijan
2009.
EMC Zurich 2009 - 20th International Zurich Symposium on Electromagnetic Compatibility

Conducted Electromagnetic Emission Current Source Modelling by Artificial Neural Networks

Čeperić, Vladimir ; Barić, Adrijan
2008.
2008 International Conference on Software, Telecommunications and Computer Networks (SOFTCOM)

Broad-Band Equivalent Circuit Modelling of Passive SMT Components Embedded in Conductor Backed Coplanar Waveguide Structures

Čeperić, Vladimir ; Pejčinović, Branimir ; Barić, Adrijan
2008.
MIPRO 2008

Behavioural Modelling of Circuits that Exhibit Chaotic Behaviour

Čeperić, Vladimir ; Čeperić, Ervin ; Barić, Adrijan
2008.
31th Intl. Convention MIPRO 2008

Design and Use of FR-4 CBCPW Lines In Test Fixtures for SMD Components

Pejčinović, Branimir ; Čeperić, Vladimir ; Barić, Adrijan
2007.
14th IEEE International Conference on Electronics, Circuits and Systems

Analysis of conducted electromagnetic emissions in integrated circuits

Čeperić, Vladimir
2007.

Symmetrical Transversal Electromagnetic Mode Cell

Čeperić, Vladimir ; Mandić, Tvrtko ; Barić, Adrijan
2007.

Design rules for utilizing conductor-backed co-planar waveguide lines on FR-4 substrate

Pejčinović, Branimir ; Čeperić, Vladimir ; Mandić, Tvrtko ; Barić, Adrijan
2007.
Philips Applied Technologies Conference on Electromagnetic Compatibility

Time-Domain Response Simulation of Multiconductor Transmission Lines Excited by an Incident Electromagnetic Field

Mandić, Tvrtko ; Čeperić, Vladimir ; Barić, Adrijan
2007.
30th Internation Convention MIPRO 2007

Comparison of S-parameters Measured Using Time Domain Reflectometer and Vector Network Analyzer

Pejčinović, Branimir ; Čeperić, Vladimir ; Barić, Adrijan
2007.
30th Internation Convention MIPRO 2007

Simulations of Symmetrical Transverse Electromagnetic Cell

Čeperić, Vladimir ; Mandić, Tvrtko ; Barić, Adrijan
2007.
30th Internation Convention MIPRO 2007

Software for automated set-up and testing of complex mixed-signal integrated circuits

Čeperić, Vladimir ; Barić, Adrijan
2006.

Software tool 'EMC DPI' for testing immunity of integrated circuits according to the standard IEC 62132-4

Čeperić, Vladimir ; Barić, Adrijan
2006.

Design and Optimization of Self-Biased Complementary Folded Cascode

Čeperić, Vladimir ; Butković, Željko ; Barić, Adrijan
2006.
IEEE Mediterranean Electrotechnical Conference (13 ; 2006)

EMC test chip

Čeperić, Vladimir ; Marković, Hrvoje ; Bako, Niko ; Jović, Ognjen ; Barić, Adrijan
2006.

Report on EMC Integrated Simulations

Čeperić, Vladimir ; Marković, Hrvoje ; Bako, Niko ; Barić, Adrijan ; Gillon, Renaud ; Jović, Ognjen ; Maier, Christian ; Heinisch, Holger
2006.

Predicting the results of conducted EMC tests: critical factors determining accuracy

Čeperić, Vladimir ; Barić, Adrijan ; Gillon, Renaud
2006.
ROBUSPIC workshop on ESSDERC/ESSCIRC

Design and Optimisation of Local Interconnected Network Interface

Bako, Niko ; Čeperić, Vladimir ; Barić, Adrijan
2006.
Microelectronics, Electronics and Electronic Technologies ; Hypermedia and Grid Systems

Influence of Packaging on the Oscillation Frequency of a High Voltage CMOS Quadrature LC Oscillator

Jović, Ognjen ; Čeperić, Vladimir ; Barić, Adrijan
2006.
29th International Convention MIPRO 2006

EMC simulation tool for Cadence IC design environment

Šebo, Igor ; Čeperić, Vladimir ; Marković, Hrvoje ; Barić, Adrijan
2005.

EMC models and netlisting strategies

Čeperić, Vladimir ; Marković, Hrvoje ; Barić, Adrijan ; Gillon, Renaud ; Maier, Christian ; Heinisch, Holger
2005.

The Influence of Supply Network Parasitics on the Conducted Electromagnetic Emissions

Marković, Hrvoje ; Čeperić, Vladimir ; Barić, Adrijan
2005.
Međunarodni skup MIPRO (28 ; 2005)

Modeling of Analog Circuits by Using Support Vector Regression Machines

Čeperić, Vladimir ; Barić, Adrijan
2004.
IEEE International Conference on Electronics, Circuits and Systems (11 ; 2004)

Modelling of SCFL Circuits

Čeperić, Vladimir ; Barić, Adrijan
2004.
International Conference on Microelectronics, Electronics and Electronic Technologies ; International Conference on Hypermedia and Grid System

Artificial Neural Networks in Modelling of Voltage Controlled Osillators With Jitter

Čeperić, Vladimir ; Barić, Adrijan ; Pejčinović, Branimir
2004.
IEEE Mediterranean Electrotechnical Conference (12 ; 2004)

Analysis and design of voltage controlled ring oscillators

Čeperić, Vladimir
2004.

Simulations of GaAs Voltage Controlled Differential Ring Oscillators

Čeperić, Vladimir ; Barić, Adrijan
2003.
The International Conference on Computer as a Tool

Voltage Controlled Differential Ring Oscillator Based on the SCFL Delay Cell

Čeperić, Vladimir ; Barić, Adrijan
2003.
Microelectronics, Electronics and Electronic Technologies ; Hypermedia and Grid Systems

Time Delay Extraction from Spectral Measurements of High-Speed Digital Cells

Marković, Hrvoje ; Čeperić, Vladimir ; Barić, Adrijan
2002.
Jubilarni međunarodni skup MIPRO (25 ; 2002)

High-Speed GaAs SCFL Digital Test Structures

Marković, Hrvoje ; Marić, Nikica ; Čeperić, Vladimir ; Barić, Adrijan
2002.
IEEE International Conference on Electronics, Circuits and Systems (9 ; 2002)

Teaching duties

University undergraduate

University graduate

Competences

  • Circuits and systems
    Circuits Analog circuits Circuit analysis Circuit simulation Circuit synthesis High level synthesis Integrated circuit synthesis Digital circuits Circuit topology Electronic circuits Integrated circuits Analog integrated circuits Analog-digital integrated circuits Application specific integrated circuits CMOS integrated circuits Field programmable gate arrays Integrated circuit modeling Large scale integration Mixed analog digital integrated circuits Logic circuits MOSFET circuits Field programmable analog arrays Programmable logic arrays
  • Computational and artificial intelligence
    Artificial intelligence Autonomous robots Decision support systems Intelligent systems Autonomous systems Intelligent robots Knowledge based systems Expert systems Learning (artificial intelligence) Distance learning Electronic learning Nearest neighbor methods Learning systems Machine learning Boosting Dimensionality reduction Robot learning Statistical learning Prediction methods Computational intelligence Support vector machines Evolutionary computation Particle swarm optimization Fuzzy systems Fuzzy neural networks Hybrid intelligent systems Genetic algorithms Fuzzy logic Takagi-Sugeno model Machine intelligence Pattern analysis Neural networks Artificial neural networks Convolutional neural networks Biological neural networks Feedforward neural networks Multilayer perceptrons Multi-layer neural network Neural network hardware Radial basis function networks Recurrent neural networks Hopfield neural networks
  • Computers and information processing
    Edge computing Computer generated music Matlab High performance computing Image processing Image analysis Image classification Image annotation Image fusion Image generation Image recognition Machine vision Object recognition Object segmentation Optical computing Pattern recognition  Active shape model Activity recognition Character recognition Data mining Anomaly detection Data privacy Text analysis Face recognition Fingerprint recognition Gesture recognition Handwriting recognition Nearest neighbor methods Pattern matching Quantum computing
  • Engineering in medicine and biology
    Neuroinformatics

Personal data

Personal web page:
Graduation year:
2004.
mr.sc. graduation year:
2007.
PhD graduation year:
2013.
Employed in this institution since:
2004.