2 citations · 2 across the 1 of their papers we have counts for
3 papers
q-bio.NC2020★ 2 cited
A lite parametric model for the Hemodynamic Response Function
Manuel Morante
When working with task-related fMRI data, one of the most crucial parts of the data analysis consists of determining a proper estimate of the BOLD response. The following document…
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…