21. LDAFMatevž Pustišek, Dejan Dolenc, Andrej Kos, 2019, original scientific article Keywords: fog computing, internet of things, communication constrains, gateway, blockchain Full text (file, 1,84 MB) This document has more files! More... |
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25. Configurational Electronic States in Layered Transition Metal DichalcogenidesJaka Vodeb, 2021, doctoral dissertation Keywords: charge density waves, transition metal dichalcogenides, polarons, charged lattice gas model, Monte Carlo simulations, glasses, phase transitions and critical phenomena, scanning tunnelling microscopy, quantum computing, quantum annealing Full text (file, 24,43 MB) |
26. Datasets for cognitive load inference using wearable sensors and psychological traitsMartin Gjoreski, Tine Kolenik, Timotej Knez, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski, Veljko Pejović, 2020, original scientific article Keywords: cognitive load, dataset, Affective Computing, machine learning, physiology, personality traits, sensor data Full text (file, 311,40 KB) This document has more files! More... |
27. On the design of an energy efficient digital IIR A-weighting filter using approximate multiplicationRatko Pilipović, Vladimir Risojević, Patricio Bulić, 2021, original scientific article Keywords: band-pass digital filters, A-weighting filter, approximate computing, approximate filter, noise sensing Full text (file, 1,05 MB) This document has more files! More... |
28. A hybrid radix-4 and approximate logarithmic multiplier for energy efficient image processingUroš Lotrič, Ratko Pilipović, Patricio Bulić, 2021, original scientific article Keywords: approximate multiplier, approximate computing, arithmetic circuit design, hybrid encoding, radix-4 encoding, logarithmic encoding, energy-efficient processing Full text (file, 5,05 MB) This document has more files! More... |
29. An approximate GEMM unit for energy-efficient object detectionRatko Pilipović, Vladimir Risojević, Janko Božič, Patricio Bulić, Uroš Lotrič, 2021, original scientific article Keywords: approximate computing, logarithmic multiplier, computer arithmetic, energy-efficient processing, tensor core, approximate general matrix multiplication, GEMM, matrix core, approximate multipliers, convolutional neural networks, object detection, YOLOv4-tiny, honeybee detection Full text (file, 4,22 MB) This document has more files! More... |
30. Analysis of machine learning algorithms for anomaly detection on edge devicesAleks Huč, Jakob Šalej, Mira Trebar, 2021, original scientific article Keywords: machine learning, classification, edge computing, imbalanced dataset, training dataset, anomaly detection, clustering Full text (file, 10,89 MB) This document has more files! More... |