A topological classifier to characterize brain states: When shape matters more than variance

Aina Ferrà, Gloria Cecchini, Fritz-Pere Nobbe Fisas +2

Despite the remarkable accuracies attained by machine learning classifiers to separate complex datasets in a supervised fashion, most of their operation falls short to provide an i…