3 papers
cs.LG2025
Latent Mode Decomposition
Manuel Morante, Naveed ur Rehman
We introduce Variational Latent Mode Decomposition (VLMD), a new algorithm for extracting oscillatory modes and associated connectivity structures from multivariate signals. VLMD a…
q-bio.NC2024
Multiscale Functional Connectivity: Exploring the brain functional connectivity at different timescales
Manuel Morante, Kristian Frølich, Naveed ur Rehman
Human brains exhibit highly organized multiscale neurophysiological dynamics. Understanding those dynamic changes and the neuronal networks involved is critical for understanding h…
cs.LG2024
RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings
Christian Marius Lillelund, Fernando Pannullo, Morten Opprud Jakobsen +2
Predicting the remaining useful life (RUL) of ball bearings is an active area of research, where novel machine learning techniques are continuously being applied to predict degrada…