2 papers
stat.ML2016
Assisted Dictionary Learning for fMRI Data Analysis
Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis +2
Extracting information from functional magnetic resonance (fMRI) images has been a major area of research for more than two decades. The goal of this work is to present a new metho…
math.NA2016
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data
Christos Chatzichristos, Eleftherios Kofidis, Giannis Kopsinis +1
The growing use of neuroimaging technologies generates a massive amount of biomedical data that exhibit high dimensionality. Tensor-based analysis of brain imaging data has been pr…