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stat.ML2018
Unsupervised learning of the brain connectivity dynamic using residual D-net
Youngjoo Seo, Manuel Morante, Yannis Kopsinis +1
In this paper, we propose a novel unsupervised learning method to learn the brain dynamics using a deep learning architecture named residual D-net. As it is often the case in medic…
stat.ML2018
Information Assisted Dictionary Learning for fMRI data analysis
Manuel Morante, Yannis Kopsinis, Sergios Theodoridis +1
In this paper, the task-related fMRI problem is treated in its matrix factorization formulation, focused on the Dictionary Learning (DL) approach. The new method allows the incorpo…