1. Initial state perturbations as a validation method for data-driven fuzzy models of cellular networksLidija Magdevska, Miha Mraz, Nikolaj Zimic, Miha Moškon, 2018, original scientific article Keywords: fuzzy logic, modelling and simulation, data-driven modelling, cellular networks, computational biology, model validation, dynamic modelling, MAPK signalling pathway, circadian clock Full text (file, 630,08 KB) This document has more files! More... |
2. Dynamic transmission conditions for linear hyperbolic systems on networksMarjeta Kramar Fijavž, Delio Mugnolo, Serge Nicaise, 2021, original scientific article Keywords: mathematics, hyperbolic systems, operator semigroups, dynamic boundary conditions, PDEs on networks, invariance properties, second sound Full text (file, 527,24 KB) |
3. Self-adaptive approximate mobile deep learningTimotej Knez, Octavian-Mihai Machidon, Veljko Pejović, 2021, original scientific article Keywords: mobile sensing, neural networks, dynamic optimization, quantization, DNN slimming Full text (file, 1,50 MB) This document has more files! More... |
4. Review and assessment of Boolean approaches for inference of gene regulatory networksŽiga Pušnik, Miha Mraz, Nikolaj Zimic, Miha Moškon, 2022, review article Keywords: Boolean network inference, gene regulatory networks, static validation, dynamic validation, systems biology Full text (file, 1,07 MB) This document has more files! More... |
5. Approaches to blockmodeling dynamic networksMarjan Cugmas, Aleš Žiberna, 2023, original scientific article Keywords: dynamic networks, stochastic blockmodeling, k-means blockmodeling, simulations, local mechanisms, evaluation Full text (file, 4,78 MB) This document has more files! More... |
6. Training artificial neural networks using substructuring techniquesJure Korbar, Domen Ocepek, Gregor Čepon, Miha Boltežar, 2023, original scientific article Keywords: joint identification, dynamic substructuring, frequency-based substructuring, artificial neural networks, physics-based computational model Full text (file, 1,75 MB) This document has more files! More... |
7. Static and dynamic fMRI-derived functional connectomes represent largely similar informationAndraž Matkovič, Alan Anticevic, John D. Murray, Grega Repovš, 2023, original scientific article Keywords: functional connectivity, autoregressive model, dynamic functional connectivity, brain-behavior associations, measurement, brain, functional magnetic resonance imaging fMRI, neurosciences, neural networks Full text (file, 7,22 MB) This document has more files! More... |