Interpreting weight maps in terms of cognitive or clinical neuroscience: nonsense?

Jessica Schrouff, Janaina Mourao-Miranda

Since machine learning models have been applied to neuroimaging data, researchers have drawn conclusions from the derived weight maps. In particular, weight maps of classifiers bet…