Search Results for author: Ximena Fernández

Found 2 papers, 1 papers with code

Topological biomarkers for real-time detection of epileptic seizures

no code implementations4 Nov 2022 Ximena Fernández, Diego Mateos

Real time seizure detection is a fundamental problem in computational neuroscience towards diagnosis and treatment's improvement of epileptic disease.

EEG Seizure Detection +2

Intrinsic persistent homology via density-based metric learning

1 code implementation11 Dec 2020 Ximena Fernández, Eugenio Borghini, Gabriel Mindlin, Pablo Groisman

Our approach is based on the computation of persistent homology of the space of data points endowed with a sample metric known as Fermat distance.

Anomaly Detection Metric Learning +2

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