Researchers

Results 41-60 of 400
Issue DateTitleAuthor(s)TypeМp-cat.
2022Analysis of Neural Network Accuracy Degradation due to Uniform Weight Quantization of One or More LayersNikolic, Jelena RA  ; Tomic, Stefan S; Peric, Zoran H  ; Aleksic, Danijela RConference Paper
Mp. category will be shown later
2022Model of Improved Floating Point 32-bits QuantizerVucic, Nikola  ; Perić, Zoran H.  ; Jovanović, Aleksandra Ž.  Conference Paper
Mp. category will be shown later
2022Novel exponential type approximations of the Q-functionNikolić, Jelena  ; Perić, Zoran  Article
52M52
2022Two Interval Upper-Bound Q-Function Approximations with ApplicationsPerić, Zoran  ; Marković, Aleksandar  ; Kontrec, Nataša  ; Nikolić, Jelena  ; Petković, Marko  ; Jovanović, Aleksandra  Article
21a+M21a+
2022Performance of Post-Training Two-Bits Uniform and Layer-Wise Uniform Quantization for MNIST Dataset from the Perspective of Support Region ChoiceTomic, Stefan; Nikolic, Jelena RA  ; Peric, Zoran H  ; Aleksic, Danijela RArticle
22M22
2022Structural similarity of DC motor sounds after mapping into mel-spectrogramĆirić, Dejan G.  ; Perić, Zoran  ; Vučić, Nikola J.  Conference Paper
Mp. category will be shown later
2022On Different Criteria for Optimizing the Two-bit Uniform QuantizerNikolic, Jelena RA  ; Peric, Zoran H  ; Tomic, Stefan; Aleksic, Danijela RConference Paper
Mp. category will be shown later
2022Stability Study of the Second Order Recursive Filter in DPCM SystemDanković, Nikola  ; Perić, Zoran  ; Antić, Dragan  ; Jocić, Aleksandar  ; Nikolić, Saša  ; Kocić, IgorConference Paper
Mp. category will be shown later
2021Iterative algorithm for designing asymptotically optimal uniform scalar quantisation of the one-sided Rayleigh densityJovanović, Aleksandra  ; Perić, Zoran  ; Nikolić, Jelena  Article
22M22
2021Symmetric Quantile Quantizer Parameterization for the Laplacian Source: Qualification for Contemporary Quantization SolutionsPeric, Zoran H  ; Nikolic, Jelena RA  ; Aleksic, Danijela R; Peric, Anastasija ZArticle
22M22
2021The Effect of Uniform Data Quantization on GMM-based Clustering by Means of EM AlgorithmJovanović, Aleksandra  ; Perić, Zoran  ; Nikolić, Jelena  ; Aleksić, DanijelaConference Paper
Mp. category will be shown later
2021SQNR analysis and classification accuracy of the 24-bit floating point representation of the Laplacian data Source applied for quantization of weights of a multilayer perceptronDinčić, Milan  ; Perić, Zoran  ; Savić, Milan  ; Milojković, Marko  ; Vučić, Nikola  Conference Paper
Mp. category will be shown later
2021Analysis of 32-bit Fixed Point Quantizer in the Wide Variance Range for the Laplacian SourcePerić, Zoran  ; Jovanović, Aleksandra  ; Dinčić, Milan  ; Savić, Milan  ; Vučić, Nikola  ; Nikolić, Anastasija Conference Paper
Mp. category will be shown later
2021Support region of μ-law logarithmic quantizers for Laplacian source applied in neural networksDinčić, Milan R.  ; Perić, Zoran H.  ; Tančić, Milan Ž.  ; Denić, Dragan B.  ; Stamenković, Zoran; Denić, Bojan D.  Article
22M22
2021Design of a 2-Bit Neural Network Quantizer for Laplacian SourcePerić, Zoran  ; Savic, Milan  ; Simić, Nikola  ; Denić, Bojan  ; Despotović, Vladimir Article
21M21
2021Circularly Symmetric Companding Quantization-Inspired Hybrid Constellation Shaping for APSK Modulation to Increase Power Efficiency in Gaussian-Noise-Limited ChannelJovanović, Aleksandra  ; Đorđević, Ivan; Perić, Zoran  ; Vlajkov, SlobodanArticle
21M21
2021Whether the Support Region of Three-Bit Uniform Quantizer Has a Strong Impact on Post-Training Quantization for MNIST Dataset?Nikolić, Jelena  ; Perić, Zoran  ; Aleksic, Danijela; Tomić, Stefan; Jovanović, Aleksandra  Article
21M21
2021Intra-class and Inter-class Differences in Mel-spectrogram Images of DC Motor SoundsĆirić, Dejan  ; Perić, Zoran  ; Nikolić, Jelena  ; Vucic, Nikola  Conference Paper
Mp. category will be shown later
2021Algorithm based on 2‐bit adaptive delta modulation and fractional linear prediction for Gaussian source codingPerić, Zoran  ; Denić, Bojan  ; Despotović, Vladimir Article
22M22
2021A Dual-Mode 2-bit Uniform Scalar Quantizer for Data with Laplacian DistributionPerić, Zoran  ; Denić, Bojan  ; Jovanović, Aleksandra  ; Savić, Milan  ; Vucic, Nikola  ; Nikolić, Anastasija Conference Paper
Mp. category will be shown later