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03/07/2023
A topological classifier to characterize brain states: When shape matters more than variance
Despite the remarkable accuracies attained by machine learning classifie...
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02/06/2023
Importance attribution in neural networks by means of persistence landscapes of time series
We propose and implement a method to analyze time series with a neural n...
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03/03/2022
Reconstruction of univariate functions from directional persistence diagrams
We describe a method for approximating a single-variable function f usin...
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07/27/2017