Deep Learning Driven Light-Based Motor Mapping of Multiple Limb Movements in Mice Reveals Behaviorally Relevant Movements

Nischal Khanal; Nischal Khanal; Jonah Padawer-Curry; Jonah Padawer-Curry; Kevin Schulte; Trevor Voss; Annie R. Bice; Jin-Moo Lee; Jin-Moo Lee; Adam Q. Bauer; Adam Q. Bauer

doi:10.1364/BRAIN.2023.BTu1B.5

Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)
Technical Digest Series (Optica Publishing Group, 2023),
paper BTu1B.5
•https://doi.org/10.1364/BRAIN.2023.BTu1B.5

Deep Learning Driven Light-Based Motor Mapping of Multiple Limb Movements in Mice Reveals Behaviorally Relevant Movements

Nischal Khanal, Jonah Padawer-Curry, Kevin Schulte, Trevor Voss, Annie R. Bice, Jin-Moo Lee, and Adam Q. Bauer

Optics and the Brain 2023

Vancouver, British Columbia Canada
24–27 April 2023
ISBN: 978-1-957171-21-0

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Neuronal Population Imaging and Behavior (BTu1B)

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N. Khanal, J. Padawer-Curry, K. Schulte, T. Voss, A. R. Bice, J. Lee, and A. Q. Bauer, "Deep Learning Driven Light-Based Motor Mapping of Multiple Limb Movements in Mice Reveals Behaviorally Relevant Movements," in Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN), Technical Digest Series (Optica Publishing Group, 2023), paper BTu1B.5.

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Abstract

We demonstrate a hybrid method utilizing DeepLabCut and LBMM to concurrently localize motor representations of multiple limbs in mice. Results suggest that motor movements involving multiple limbs reside in overlapping cortical representations of each limb.

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