eNauka - pregled
Pregled prema Projekat Com-in-AI - Advanced Methods of Quantization, Compression and Learning in Artificial Intelligence
Prikaz rezultata 1 do 13 od 13
| Godina | Naslov | Autor(i) | Tip rezultata | Mp-kat. |
|---|---|---|---|---|
| 2022 | Analysis of Neural Network Accuracy Degradation due to Uniform Weight Quantization of One or More Layers | Nikolic, Jelena RA   ; Tomic, Stefan S; Peric, Zoran H; Aleksic, Danijela R | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2020 | Audio Signal Mapping into Spectrogram-Based Images for Deep Learning Applications | Ciric, Dejan G ; Peric, Zoran H; Nikolic, Jelena RA ; Vucic, Nikola J | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2020 | Improvement of Energy Efficiency of PAM Constellation by Applying Optimal Companding Quantization in Constellation Designing (✓) | Vlajkov, Slobodan; Jovanović, Aleksandra ; Perić, Zoran | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2021 | Iterative algorithm for designing asymptotically optimal uniform scalar quantisation of the one-sided Rayleigh density (✓) | Jovanović, Aleksandra ; Perić, Zoran ; Nikolić, Jelena | Naučni članak | 23M23 - Rad u međ. časopisu |
| 2022 | On Different Criteria for Optimizing the Two-bit Uniform Quantizer | Nikolic, Jelena RA ; Peric, Zoran H; Tomic, Stefan; Aleksic, Danijela R | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2023 | Optimization of the 24-Bit Fixed-Point Format for the Laplacian Source (✓) | Perić, Zoran ; Dinčić, Milan | Naučni članak | 21aM21a - Rad u međ. časopisu izuzetnih vrednosti |
| 2022 | Performance of Post-Training Two-Bits Uniform and Layer-Wise Uniform Quantization for MNIST Dataset from the Perspective of Support Region Choice | Tomic, Stefan; Nikolic, Jelena RA ; Peric, Zoran H; Aleksic, Danijela R | Naučni članak | 23M23 - Rad u međ. časopisu |
| 2022 | Sound Based DC Motor Classification by a Convolution Neural Network | Ciric, Dejan G ; Jankovic, Marko V; Miletic, Miljan P | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2021 | Symmetric Quantile Quantizer Parameterization for the Laplacian Source: Qualification for Contemporary Quantization Solutions | Peric, Zoran H; Nikolic, Jelena RA ; Aleksic, Danijela R; Peric, Anastasija Z | Naučni članak | 23M23 - Rad u međ. časopisu |
| 2021 | The Effect of Uniform Data Quantization on GMM-based Clustering by Means of EM Algorithm (✓) | Jovanović, Aleksandra ; Perić, Zoran ; Nikolić, Jelena ; Aleksić, Danijela | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2020 | The Influence of Compression Parameter mu on the Energy Efficiency of PAM Constellation Based on mu-law Companding Quantization (✓) | Vlajkov, Slobodan; Jovanović, Aleksandra ; Perić, Zoran | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2022 | Two Interval Upper-Bound Q-Function Approximations with Applications (✓) | Perić, Zoran ; Marković, Aleksandar ; Kontrec, Nataša ; Nikolić, Jelena ; Petković, Marko ; Jovanović, Aleksandra | Naučni članak | 21aM21a - Rad u međ. časopisu izuzetnih vrednosti |
| 2022 | Two Novel Non-Uniform Quantizers with Application in Post-Training Quantization | Peric, Zoran H; Aleksic, Danijela R; Nikolic, Jelena RA ; Tomic, Stefan | Naučni članak | 21aM21a - Rad u međ. časopisu izuzetnih vrednosti |