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Low-dimensional learned feature spaces quantify individual and group differences in vocal repertoires

Increases in the scale and complexity of behavioral data pose an increasing challenge for data analysis. A common strategy involves replacing entire behaviors with small numbers of handpicked, domain-specific features, but this approach suffers from several crucial limitations. For example, handpick...

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Détails bibliographiques
Publié dans:eLife
Auteurs principaux: Goffinet, Jack, Brudner, Samuel, Mooney, Richard, Pearson, John
Format: Artigo
Langue:Inglês
Publié: eLife Sciences Publications, Ltd 2021
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8213406/
https://ncbi.nlm.nih.gov/pubmed/33988503
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.67855
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