41. Activity flow underlying abnormalities in brain activations and cognition in schizophreniaLuke J. Hearne, Ravi D. Mill, Brian P. Keane, Grega Repovš, Alan Anticevic, Michael W. Cole, 2021, izvirni znanstveni članek Ključne besede: activity flow, schizophrenia, brain, neurosciences, cognitive impairment, cognitive dysfunction, functional connectivity, neural networks, brain networks, functional magnetic resonance imaging fMRI, working memory Celotno besedilo (datoteka, 25,06 MB) Gradivo ima več datotek! Več... |
42. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, diplomsko delo Ključne besede: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Celotno besedilo (datoteka, 1,02 MB) |
43. An approximate GEMM unit for energy-efficient object detectionRatko Pilipović, Vladimir Risojević, Janko Božič, Patricio Bulić, Uroš Lotrič, 2021, izvirni znanstveni članek Ključne besede: 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 Celotno besedilo (datoteka, 4,22 MB) Gradivo ima več datotek! Več... |
44. Forecasting the daily maximal and minimal temperatures from radiosonde measurements using neural networksGregor Skok, Doruntina Hoxha, Žiga Zaplotnik, 2021, izvirni znanstveni članek Ključne besede: machine learning, neural networks, weather forecasting, air temperature, climatology, radiosonde measurements, prediction, maximum temperature, minimum temperature, explainable AI Celotno besedilo (datoteka, 3,06 MB) Gradivo ima več datotek! Več... |
45. End-effector force and joint torque estimation of a 7-DoF robotic manipulator using deep learningStanko Kružić, Josip Musić, Roman Kamnik, Vladan Papić, 2021, izvirni znanstveni članek Ključne besede: robotic manipulator, force estimation, deep learning, neural networks Celotno besedilo (datoteka, 10,85 MB) Gradivo ima več datotek! Več... |
46. Self-adaptive approximate mobile deep learningTimotej Knez, Octavian-Mihai Machidon, Veljko Pejović, 2021, izvirni znanstveni članek Ključne besede: mobile sensing, neural networks, dynamic optimization, quantization, DNN slimming Celotno besedilo (datoteka, 1,50 MB) Gradivo ima več datotek! Več... |
47. Learning to combine local and global image information for contactless palmprint recognitionMarjan Stoimčev, Marija Ivanovska, Vitomir Štruc, 2022, izvirni znanstveni članek Ključne besede: palmprint recognition, contactless palmprint images, elastic deformations, convolutional neural networks, deep learning, ArcFace loss, center loss, discriminative feature learning Celotno besedilo (datoteka, 18,20 MB) Gradivo ima več datotek! Več... |
48. Finite element simplifications and simulation reliability in single point incremental formingTomaž Pepelnjak, Luka Sevšek, Ognjan Lužanin, Mladomir Milutinović, 2022, izvirni znanstveni članek Ključne besede: single point incremental forming, numerical simulation, mass scaling, time scaling, pillow effect, artificial neural networks Celotno besedilo (datoteka, 4,87 MB) Gradivo ima več datotek! Več... |
49. Predicting drug release rate of implantable matrices and better understanding of the underlying mechanisms through experimental design and artificial neural network-based modellingErnő Benkő, Ilija German Ilić, Katalin Kristó, Géza Regdon, Ildikó Csóka, Klára Pintye-Hódi, Stanko Srčič, Tamás Sovány, 2022, izvirni znanstveni članek Ključne besede: drug–excipient interaction, polymers, non-degradable polymers, matrix tablet, controlled release, design of experiments, artificial neural networks Celotno besedilo (datoteka, 3,15 MB) Gradivo ima več datotek! Več... |
50. Contour maps for simultaneous increase in yield strength and elongation of hot extruded aluminum alloy 6082Iztok Peruš, Goran Kugler, Simon Malej, Milan Terčelj, 2022, izvirni znanstveni članek Ključne besede: AA6082, hot extrusion, mechanical properties, yield strength, elongation, artificial neural networks, analysis Celotno besedilo (datoteka, 4,39 MB) Gradivo ima več datotek! Več... |