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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics

Authors: Weinreb, Caleb; Pearl, Jonah E.; Lin, Sherry; Osman, Mohammed Abdal Monium; Zhang, Libby; Annapragada, Sidharth; Conlin, Eli; +10 Authors

Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics

Abstract

Raw data for the paper Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics. open_field_2D.zip 2D keypoints from open field recordings, used in Fig 1, Fig 2, Fig 3a-g. The data is formatted as if it were the output of DeepLabCut so that it can be used with keypoint-MoSeq tutorial. open_field_3D.h5 3D keypoints from open field recordings, used in Fig 5g-l. The data is formatted as an h5 file with one dataset per recording. Each dataset is an array with shape (n_frames, n_keypoints, 3). accelerometry_and_keypoints.h5 2D keypoints and intertial measurement unit (UMI) readings, used in Fig 3h-i. The keypoints and IMU data can be aligned using their respective timestamps. dopamine_and_keypoints.h5 2D keypoints and striatal dopamine signals (measured using dLight), used in Fig 4. The dopamine signal is already synced to the keypoints.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average