Author

Alejandro Carballosa

Centre National de la Recherche ScientifiqueORCID 0000-0002-0858-8545Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Alessandro TorciniiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

A detailed investigation of Shared Variance Component Analysis as a tool to characterize neural dimensionality

Alejandro Carballosa, Alessandro Torcini

The paper investigates SVCA and PCA to determine reliable neural dimensionality, finding that reliable dimensionality saturates with increasing neuron count and decreases with higher correlation.

Journal of Neuroscience Methods · Jun 18, 2026Peer-reviewedNeuroscience