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Articles

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

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By Gloria Cecchini, Fritz-Pere Nobbe, Fritz-Pere Nobbe Fisas, Carles Casacuberta
| arxiv.org
[Submitted on 7 Mar 2023] Title:A topological classifier to characterize brain states: When shape matters more than variance Download PDF Abstract: 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 informed intuition about the structure of data, and, what is more important, about the phenomena being characterized by the given datasets.
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