Browsing Institutt for spesialpedagogikk by Author "Morante, Manuel"

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  • Enhanced design matrix for task-related fMRI data analysis 
    Morante, Manuel; Kopsinis, Yannis; Chatzichristos, C; Protopapas, Athanassios; Theodoridis, Sergios (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2021)
    In this paper, we introduce a novel methodology for the analysis of task-related fMRI data. In particular, we propose an alternative way for constructing the design matrix, based on the newly suggested Information-Assisted ...
  • Information Assisted Dictionary Learning for fMRI data analysis 
    Morante, Manuel; Kopsinis, Yannis; Theodoridis, Sergios; Protopapas, Athanassios (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
    In this paper, the task-related fMRI problem is treated in its matrix factorization form, focusing on the Dictionary Learning (DL) approach. The proposed method allows the incorporation of a priori knowledge that is ...