Autori: Aleksic Danijela R
| Naslov | Comparative Analysis of the Robustness of 3-bit PoTQ and UQ and their Application in Post-training Quantization (Article) |
| Autori | Nikolic Jelena RA Peric Zoran H Tomic Stefan S Jovanovic Aleksandra Z Aleksic Danijela R Peric Sofija Z |
| Info | ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, (2024), vol. 24 br. 4, str. 47-56 |
| Projekat | Ministry of Science, Technological Development and Innovation of the Republic of Serbia [451-03-65/2024-03/200102] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Accuracy degradation aware bit rate allocation for layer-wise uniform quantization of weights in neural network (Article) |
| Autori | Nikolic Jelena RA Tomic Stefan S Peric Zoran H Jovanovic Aleksandra Z Aleksic Danijela R |
| Info | JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, (2024), vol. 75 br. 6, str. 425-434 |
| Projekat | Ministry of Science, Technological Development and Innovation of the Republic of Serbia [451-03-65/2024-03/200102] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Analysis of Neural Network Accuracy Degradation due to Uniform Weight Quantization of One or More Layers (Proceedings Paper) |
| Autori | Nikolic Jelena RA Tomic Stefan S Peric Zoran H Aleksic Danijela R |
| Info | 2022 57TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION, COMMUNICATION AND ENERGY SYSTEMS AND TECHNOLOGIES (ICEST), (2022), vol. br. , str. 101-104 |
| Projekat | Science Fund of the Republic of Serbia [6527104] |
| Ispravka | ISI/Web of Science Članak |
| Naslov | Two Novel Non-Uniform Quantizers with Application in Post-Training Quantization (Article) |
| Autori | Peric Zoran H Aleksic Danijela R Nikolic Jelena RA Tomic Stefan |
| Info | MATHEMATICS, (2022), vol. 10 br. 19, str. - |
| Projekat | science of the Republic of Serbia [6527104] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | On Different Criteria for Optimizing the Two-bit Uniform Quantizer (Proceedings Paper) |
| Autori | Nikolic Jelena RA Peric Zoran H Tomic Stefan Aleksic Danijela R |
| Info | 2022 21ST INTERNATIONAL SYMPOSIUM INFOTEH-JAHORINA (INFOTEH), (2022), vol. br. , str. - |
| Projekat | Science Fund of the Republic of Serbia [6527104] |
| Ispravka | ISI/Web of Science Članak Citati: ISI/Web of Science Scopus |
| Naslov | Performance of Post-Training Two-Bits Uniform and Layer-Wise Uniform Quantization for MNIST Dataset from the Perspective of Support Region Choice (Article) |
| Autori | Tomic Stefan Nikolic Jelena RA Peric Zoran H Aleksic Danijela R |
| Info | MATHEMATICAL PROBLEMS IN ENGINEERING, (2022), vol. 2022 br. , str. - |
| Projekat | Science Fund of the Republic of Serbia [6527104] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | Iterative Algorithm for Parameterization of Two-Region Piecewise Uniform Quantizer for the Laplacian Source (Article) |
| Autori | Nikolic Jelena RA Aleksic Danijela R Peric Zoran H Dincic Milan R |
| Info | MATHEMATICS, (2021), vol. 9 br. 23, str. - |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | Whether the Support Region of Three-Bit Uniform Quantizer Has a Strong Impact on Post-Training Quantization for MNIST Dataset? (Article) |
| Autori | Nikolic Jelena RA Peric Zoran H Aleksic Danijela R Tomic Stefan S Jovanovic Aleksandra Z |
| Info | ENTROPY, (2021), vol. 23 br. 12, str. - |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | Symmetric Quantile Quantizer Parameterization for the Laplacian Source: Qualification for Contemporary Quantization Solutions (Article) |
| Autori | Peric Zoran H Nikolic Jelena RA Aleksic Danijela R Peric Anastasija Z |
| Info | MATHEMATICAL PROBLEMS IN ENGINEERING, (2021), vol. 2021 br. , str. - |
| Projekat | Science Fund of the Republic of Serbia [6527104] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | The Effect of Uniform Data Quantization on GMM-based Clustering by Means of EM Algorithm (Proceedings Paper) |
| Autori | Jovanovic Aleksandra Z Peric Zoran H Nikolic Jelena RA Aleksic Danijela R |
| Info | 2021 20TH INTERNATIONAL SYMPOSIUM INFOTEH-JAHORINA (INFOTEH), (2020), vol. br. , str. - |
| Projekat | Science Fund of the Republic of Serbia [6527104] |
| Ispravka | ISI/Web of Science Članak |
