Search Results for author: Manuel Morante

Found 3 papers, 1 papers with code

A lite parametric model for the Hemodynamic Response Function

no code implementations28 Apr 2020 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.

Unsupervised learning of the brain connectivity dynamic using residual D-net

no code implementations20 Apr 2018 Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis

In this paper, we propose a novel unsupervised learning method to learn the brain dynamics using a deep learning architecture named residual D-net.

General Classification

Information Assisted Dictionary Learning for fMRI data analysis

1 code implementation5 Feb 2018 Manuel Morante, Yannis Kopsinis, Sergios Theodoridis, Athanassios Protopapas

The new method allows the incorporation of a priori knowledge associated both with the experimental design as well as with available brain Atlases.

Dictionary Learning Experimental Design

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