@ARTICLE{
author={Tomic Stefan,Aldhuhoori Dhabia,Turker Turker,Nikolic Jelena RA,Peric Zoran H,Zese Riccardo},
year={2026},
title={Multi-stage fine-tuning of EfficientNetV2-S for material recognition on edge devices},
journal={JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS},
volume={77},
number={2},
pages={123-129},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Jovanovic Aleksandra Z,Tomic Stefan S,Peric Sofija Z},
year={2025},
title={Performance Analysis of Two 8-Bit Floating-Point-based Piecewise Uniform Quantizers for a Laplacian Data Source},
journal={ELEKTRONIKA IR ELEKTROTECHNIKA},
volume={31},
number={1},
pages={56-61},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Tomic Stefan S,Jovanovic Aleksandra Z,Aleksic Danijela R,Peric Sofija Z},
year={2024},
title={Comparative Analysis of the Robustness of 3-bit PoTQ and UQ and their Application in Post-training Quantization},
journal={ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING},
volume={24},
number={4},
pages={47-56},
document_type={Article},
} 

@ARTICLE{
author={Vidovic Zoran C,Nikolic Jelena RA,Peric Zoran H},
year={2024},
title={Bayesian <i>k</i>-record Analysis For The Lomax Distribution Using Objective Priors},
journal={JOURNAL OF MATHEMATICAL EXTENSION},
volume={18},
number={4},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Tomic Stefan S,Peric Zoran H,Jovanovic Aleksandra Z,Aleksic Danijela R},
year={2024},
title={Accuracy degradation aware bit rate allocation for layer-wise uniform quantization of weights in neural network},
journal={JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS},
volume={75},
number={6},
pages={425-434},
document_type={Article},
} 

@ARTICLE{
author={Vidovic Zoran C,Nikolic Jelena RA,Peric Zoran H},
year={2024},
title={Properties of <i>k</i>-record posteriors for the Weibull model},
journal={STATISTICAL THEORY AND RELATED FIELDS},
volume={8},
number={2},
pages={152-162},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Markovic Aleksandar V,Kontrec Natasa Z,Nikolic Jelena RA,Petkovic Marko D,Jovanovic Aleksandra Z},
year={2022},
title={Two Interval Upper-Bound Q-Function Approximations with Applications},
journal={MATHEMATICS},
volume={10},
number={19},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Aleksic Danijela R,Nikolic Jelena RA,Tomic Stefan},
year={2022},
title={Two Novel Non-Uniform Quantizers with Application in Post-Training Quantization},
journal={MATHEMATICS},
volume={10},
number={19},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Tomic Stefan,Nikolic Jelena RA,Peric Zoran H,Aleksic Danijela R},
year={2022},
title={Performance of Post-Training Two-Bits Uniform and Layer-Wise Uniform Quantization for MNIST Dataset from the Perspective of Support Region Choice},
journal={MATHEMATICAL PROBLEMS IN ENGINEERING},
volume={2022},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Aleksic Danijela R,Peric Zoran H,Dincic Milan R},
year={2021},
title={Iterative Algorithm for Parameterization of Two-Region Piecewise Uniform Quantizer for the Laplacian Source},
journal={MATHEMATICS},
volume={9},
number={23},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Aleksic Danijela R,Tomic Stefan S,Jovanovic Aleksandra Z},
year={2021},
title={Whether the Support Region of Three-Bit Uniform Quantizer Has a Strong Impact on Post-Training Quantization for MNIST Dataset?},
journal={ENTROPY},
volume={23},
number={12},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Denic Bojan D,Dincic Milan R,Nikolic Jelena RA},
year={2021},
title={Robust 2-bit Quantization of Weights in Neural Network Modeled by Laplacian Distribution},
journal={ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING},
volume={21},
number={3},
pages={3-10},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Aleksic Danijela R,Peric Anastasija Z},
year={2021},
title={Symmetric Quantile Quantizer Parameterization for the Laplacian Source: Qualification for Contemporary Quantization Solutions},
journal={MATHEMATICAL PROBLEMS IN ENGINEERING},
volume={2021},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Jovanovic Aleksandra Z,Peric Zoran H,Nikolic Jelena RA},
year={2021},
title={Iterative algorithm for designing asymptotically optimal uniform scalar quantisation of the one-sided Rayleigh density},
journal={IET COMMUNICATIONS},
volume={15},
number={5},
pages={723-729},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Simic Nikola B,Nikolic Jelena RA},
year={2020},
title={Design of single and dual-mode companding scalar quantizers based on piecewise linear approximation of the Gaussian PDF},
journal={JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS},
volume={357},
number={9},
pages={5663-5679},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Denic Bojan D,Despotovic Vladimir M},
year={2019},
title={Forward Adaptive Dual-Mode Quantizer Based on the First-Degree Spline Approximation and Embedded G.711 Codec},
journal={RADIOENGINEERING},
volume={28},
number={4},
pages={729-739},
document_type={Article},
} 

@ARTICLE{
author={Delic Vlado D,Peric Zoran H,Secujski Milan S,Jakovljevic Niksa M,Nikolic Jelena RA,Miskovic Dragisa M,Simic Nikola B,Suzic Sinisa B,Delic Tijana V},
year={2019},
title={Speech Technology Progress Based on New Machine Learning Paradigm},
journal={COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE},
volume={},
number={},
pages={-},
document_type={Review},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Petkovic Marko D},
year={2019},
title={Class of tight bounds on the Q-function with closed-form upper bound on relative error},
journal={MATHEMATICAL METHODS IN THE APPLIED SCIENCES},
volume={42},
number={6},
pages={1786-1794},
document_type={Article},
} 

@ARTICLE{
author={Jovanovic Aleksandra Z,Peric Zoran H,Nikolic Jelena RA},
year={2019},
title={An efficient iterative algorithm for designing an asymptotically optimal modified unrestricted uniform polar quantization of bivariate Gaussian random variables},
journal={DIGITAL SIGNAL PROCESSING},
volume={88},
number={},
pages={197-206},
document_type={Article},
} 

@ARTICLE{
author={Tomic Stefan S,Peric Zoran H,Nikolic Jelena RA},
year={2018},
title={An Algorithm for Simple Differential Speech Coding Based on Backward Adaptation Technique},
journal={INFORMATICA},
volume={29},
number={3},
pages={539-553},
document_type={Article},
} 

@ARTICLE{
author={Tomic Stefan S,Peric Zoran H,Tancic Milan Z,Nikolic Jelena RA},
year={2018},
title={Backward Adaptive and Quasi-Logarithmic Quantizer for Sub-Band Coding of Audio},
journal={INFORMATION TECHNOLOGY AND CONTROL},
volume={47},
number={1},
pages={131-139},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Petkovic Marko D,Nikolic Jelena RA,Jovanovic Aleksandra Z},
year={2018},
title={Support region estimation of the product polar companded quantizer for Gaussian source},
journal={SIGNAL PROCESSING},
volume={143},
number={},
pages={140-145},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Markovic Aleksandar},
year={2017},
title={Proposal of Simple and Accurate Two-Parametric Approximation for the Q-Function},
journal={MATHEMATICAL PROBLEMS IN ENGINEERING},
volume={},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Velimirovic Lazar Z,Panic Stefan R,Stankovic Miomir S},
year={2017},
title={Analysis of switched quantizer based on the quadratic spline functions},
journal={INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS},
volume={94},
number={12},
pages={2348-2355},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Jovanovic Aleksandra Z},
year={2017},
title={Novel approximations for the Q -function with application in SQNR calculation},
journal={DIGITAL SIGNAL PROCESSING},
volume={65},
number={},
pages={71-80},
document_type={Article},
} 

@ARTICLE{
author={Tomic Stefan S,Peric Zoran H,Nikolic Jelena RA},
year={2016},
title={Modified BTC Algorithm for Audio Signal Coding},
journal={ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING},
volume={16},
number={4},
pages={31-38},
document_type={Article},
} 

@ARTICLE{
author={Jovanovic Aleksandra Z,Peric Zoran H,Nikolic Jelena RA,Dincic Milan R},
year={2016},
title={Asymptotic analysis and design of restricted uniform polar quantizer for Gaussian sources},
journal={DIGITAL SIGNAL PROCESSING},
volume={49},
number={},
pages={24-32},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Jovanovic Aleksandra Z},
year={2016},
title={Two forward adaptive dual-mode companding scalar quantizers for Gaussian source},
journal={SIGNAL PROCESSING},
volume={120},
number={},
pages={129-140},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Petkovic Marko D,Nikolic Jelena RA},
year={2014},
title={Optimization of multiple region quantizer for Laplacian source},
journal={DIGITAL SIGNAL PROCESSING},
volume={27},
number={},
pages={150-158},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Savic M,Nikolic Jelena RA},
year={2014},
title={Coding Algorithm Based on the Simplified Semilogarithmic Compression Law for Discrete Input Samples with Laplacian Distribution},
journal={ELEKTRONIKA IR ELEKTROTECHNIKA},
volume={20},
number={3},
pages={63-68},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Jovanovic Aleksandra Z},
year={2014},
title={Variance Mismatch Analysis of Unrestricted Polar Quantization for Gaussian Source},
journal={IEEE SIGNAL PROCESSING LETTERS},
volume={21},
number={5},
pages={540-544},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Mosic Aleksandar V},
year={2014},
title={Design of forward adaptive hybrid quantiser with Golomb-Rice code for compression of Gaussian source},
journal={IET COMMUNICATIONS},
volume={8},
number={3},
pages={372-377},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Aleksic Danijela R,Antic Dragan S},
year={2013},
title={Linearization of Optimal Compressor Function and Design of Piecewise Linear Compandor for Gaussian Source},
journal={ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING},
volume={13},
number={4},
pages={73-78},
document_type={Article},
} 

@ARTICLE{
author={Velimirovic Lazar Z,Peric Zoran H,Stankovic Miomir S,Nikolic Jelena RA},
year={2013},
title={Design of Compandor Based on Approximate the First-Degree Spline Function},
journal={ELEKTRONIKA IR ELEKTROTECHNIKA},
volume={19},
number={10},
pages={151-154},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Jocic Aleksandar V,Nikolic Jelena RA,Velimirovic Lazar Z,Denic Dragan B},
year={2013},
title={Analysis of Differential Pulse Code Modulation with Forward Adaptive Lloyd-Max'S Quantizer for Low Bit-Rate Speech Coding},
journal={REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE},
volume={58},
number={4},
pages={424-434},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Denic Dragan B,Nikolic Jelena RA,Jocic Aleksandar V,Jovanovic Aleksandra Z},
year={2013},
title={DPCM quantizer adaptation method for efficient ECG signal compression},
journal={JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS},
volume={58},
number={12},
pages={1241-1250},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Aleksic Danijela R,Stefanovic Mihajlo C,Nikolic Jelena RA},
year={2013},
title={New Approach to Support Region Determination of the mu-law Quantizer},
journal={ELEKTRONIKA IR ELEKTROTECHNIKA},
volume={19},
number={8},
pages={111-114},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Milic Dejan N},
year={2013},
title={Variable-length coding for performance improvement of asymptotically optimal unrestricted polar quantization of bivariate Gaussian source},
journal={INFORMATION SCIENCES},
volume={252},
number={},
pages={157-167},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Lukic Jelena Ra,Nikolic Jelena RA,Denic Dragan B},
year={2013},
title={Application of Mean-Square Approximation for Piecewise Linear Optimal Compander Design for Gaussian Source and Gaussian Mixture Model},
journal={INFORMATION TECHNOLOGY AND CONTROL},
volume={42},
number={3},
pages={277-285},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA},
year={2013},
title={Design of Asymptotically Optimal Unrestricted Polar Quantizer for Gaussian Source},
journal={IEEE SIGNAL PROCESSING LETTERS},
volume={20},
number={10},
pages={980-983},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Velimirovic Lazar Z,Stankovic Miomir S,Aleksic Danijela R},
year={2013},
title={Asymmetrical Two-Level Scalar Quantizer with Extended Huffman Coding for Compression of Laplacian Source},
journal={ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING},
volume={13},
number={2},
pages={39-42},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Lukic Jelena Ra,Denic Dragan B},
year={2013},
title={Analysis of Two-stage Quantizer with Embedded G. 711 Quantizer and Segmental Uniform Quantizer},
journal={ELEKTRONIKA IR ELEKTROTECHNIKA},
volume={19},
number={2},
pages={88-91},
document_type={Article},
} 

@ARTICLE{
author={Jovanovic Aleksandra Z,Peric Zoran H,Nikolic Jelena RA,Milosevic Nenad DU},
year={2013},
title={The Influence of Probability Density Function Discretization on Geometric Lattice Quantizer Design for Memory less Gaussian Source},
journal={ELEKTRONIKA IR ELEKTROTECHNIKA},
volume={19},
number={1},
pages={99-103},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Lukic Jelena Ra,Nikolic Jelena RA,Denic Dragan B},
year={2013},
title={Design of Nonuniform Dead-Zone Quantizer with Low Number of Quantization Levels for the Laplacian Source},
journal={REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE},
volume={58},
number={1},
pages={93-100},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Velimirovic Lazar Z},
year={2013},
title={Simple Solution for Designing the Piecewise Linear Scalar Companding Quantizer for Gaussian Source},
journal={RADIOENGINEERING},
volume={22},
number={1},
pages={194-199},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Mosic Aleksandar V,Petkovic Marko D},
year={2013},
title={Design of Fixed and Adaptive Companding Quantizer with Variable-Length Codeword for Memoryless Gaussian Source},
journal={INFORMATICA},
volume={24},
number={1},
pages={71-86},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA},
year={2013},
title={Asymptotic Analysis of Switched Uniform Polar Quantization for Memoryless Gaussian Source},
journal={IEEE SIGNAL PROCESSING LETTERS},
volume={20},
number={1},
pages={75-78},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA},
year={2012},
title={High-quality Laplacian source quantisation using a combination of restricted and unrestricted logarithmic quantisers},
journal={IET SIGNAL PROCESSING},
volume={6},
number={7},
pages={633-640},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Lukic Jelena Ra,Denic Dragan B},
year={2012},
title={Two-stage Quantizer with Huffman Coding Based on G.711 Standard},
journal={PRZEGLAD ELEKTROTECHNICZNY},
volume={88},
number={9A},
pages={300-302},
document_type={Article},
} 

@ARTICLE{
author={Aleksic Danijela R,Peric Zoran H,Nikolic Jelena RA},
year={2012},
title={Support Region Determination of the Quasilogarithmic Quantizer for LAPLACIAN source},
journal={PRZEGLAD ELEKTROTECHNICZNY},
volume={88},
number={7A},
pages={130-132},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Jovanovic Aleksandra Z,Antic Dragan S},
year={2012},
title={Design of Forward Adaptive Piecewise Uniform Scalar Quantizer with Optimized Reproduction Level Distribution per Segments},
journal={ELEKTRONIKA IR ELEKTROTECHNIKA},
volume={},
number={3},
pages={19-22},
document_type={Article},
} 

@ARTICLE{
author={Velimirovic Lazar Z,Peric Zoran H,Nikolic Jelena RA},
year={2012},
title={Design of novel piecewise uniform scalar quantizer for Gaussian memoryless source},
journal={RADIO SCIENCE},
volume={47},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA},
year={2012},
title={An adaptive waveform coding algorithm and its application in speech coding},
journal={DIGITAL SIGNAL PROCESSING},
volume={22},
number={1},
pages={199-209},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA},
year={2011},
title={Design of Piecewise Uniform Scalar Quantizer with Geometric Progression of Segment Width},
journal={ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING},
volume={11},
number={4},
pages={37-40},
document_type={Article},
} 

@ARTICLE{
author={Eskic Zlatan,Peric Zoran H,Nikolic Jelena RA},
year={2011},
title={A method of designing an adaptive uniform quantizer for LPC coefficients quantization},
journal={PRZEGLAD ELEKTROTECHNICZNY},
volume={87},
number={7},
pages={245-248},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H,Antic Dragan S,Jovanovic Aleksandra Z,Denic Dragan B},
year={2011},
title={Low Complex Forward Adaptive Loss Compression Algorithm and Its Application in Speech Coding},
journal={JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS},
volume={62},
number={1},
pages={19-24},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Mosic Aleksandar V,Panic Stefan R},
year={2010},
title={A Switched-adaptive Quantization Technique Using Mu-law Quantizers},
journal={INFORMATION TECHNOLOGY AND CONTROL},
volume={39},
number={4},
pages={317-320},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Eskic Zlatan,Krstic Srbislava,Markovic Nebojsa},
year={2008},
title={Design Of Novel Scalar Quantizer Model For Gaussian Source},
journal={INFORMATION TECHNOLOGY AND CONTROL},
volume={37},
number={4},
pages={321-325},
document_type={Article},
} 

@ARTICLE{
author={Nikolic Jelena RA,Peric Zoran H},
year={2008},
title={Lloyd-Max's algorithm implementation in speech coding algorithm based on forward adaptive technique},
journal={INFORMATICA},
volume={19},
number={2},
pages={255-270},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA,Pokrajac Dragoljub M},
year={2007},
title={Estimation of the support region for Laplacian source scalar quantizers},
journal={JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS},
volume={58},
number={1},
pages={47-51},
document_type={Article},
} 

@ARTICLE{
author={Peric Zoran H,Nikolic Jelena RA},
year={2007},
title={An effective method for initialization of Lloyd-Max's algorithm of optimal scalar quantization for laplacian source},
journal={INFORMATICA},
volume={18},
number={2},
pages={279-288},
document_type={Article},
}