Author

J. Goffinet

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Animal Behavior & Cognition· 1

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Assay:behavioral assay· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:mouse· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

J. Pearson· 1 shared R. Mooney· 1 shared S. Brudner· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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1 shared paperAnimal Behavior & Cognition

J. Pearson

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1 paper

Recent·Most cited

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

J. Goffinet, S. Brudner, R. Mooney, J. Pearson

The paper uses a variational autoencoder to analyze vocal behavior in mice and zebra finches, showing it outperforms handpicked features in capturing variability and relationships.

bioRxiv · Feb 24, 2021Animal Behavior & Cognition