Automated light-based motor mapping of multiple limb movements in mice using deep neural networks

Jonah Padawer-Curry; Nischal Khanal; Kevin Schulte; Trevor Voss; Byungchan Kim; Annie R. Bice; Adam Q. Bauer

Automated light-based motor mapping of multiple limb movements in mice using deep neural networks

Jonah Padawer-Curry, Nischal Khanal, Kevin Schulte, Trevor Voss, Byungchan Kim, Annie R. Bice, Adam Q. Bauer

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We demonstrate a hybrid method utilizing DeepLabCut and LBM-MM 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.

Original language	English
Title of host publication	Optics and the Brain, BRAIN 2022
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Electronic)	9781957171036
State	Published - 2022
Event	Optics and the Brain, BRAIN 2022 - Fort Lauderdale, United States Duration: Apr 24 2022 → Apr 27 2022

Publication series

Name	Optics InfoBase Conference Papers
ISSN (Electronic)	2162-2701

Conference

Conference	Optics and the Brain, BRAIN 2022
Country/Territory	United States
City	Fort Lauderdale
Period	04/24/22 → 04/27/22

Cite this

@inproceedings{2005f13fdb7a438f842ff2615dd6e267,

title = "Automated light-based motor mapping of multiple limb movements in mice using deep neural networks",

abstract = "We demonstrate a hybrid method utilizing DeepLabCut and LBM-MM 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.",

author = "Jonah Padawer-Curry and Nischal Khanal and Kevin Schulte and Trevor Voss and Byungchan Kim and Bice, {Annie R.} and Bauer, {Adam Q.}",

note = "Publisher Copyright: {\textcopyright} 2022 The Author(s).; Optics and the Brain, BRAIN 2022 ; Conference date: 24-04-2022 Through 27-04-2022",

year = "2022",

language = "English",

series = "Optics InfoBase Conference Papers",

publisher = "Optica Publishing Group (formerly OSA)",

booktitle = "Optics and the Brain, BRAIN 2022",

}

Padawer-Curry, J, Khanal, N, Schulte, K, Voss, T, Kim, B, Bice, AR & Bauer, AQ 2022, Automated light-based motor mapping of multiple limb movements in mice using deep neural networks. in Optics and the Brain, BRAIN 2022., BTu4C.3, Optics InfoBase Conference Papers, Optica Publishing Group (formerly OSA), Optics and the Brain, BRAIN 2022, Fort Lauderdale, United States, 04/24/22.

Automated light-based motor mapping of multiple limb movements in mice using deep neural networks. / Padawer-Curry, Jonah; Khanal, Nischal; Schulte, Kevin et al.
Optics and the Brain, BRAIN 2022. Optica Publishing Group (formerly OSA), 2022. BTu4C.3 (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Automated light-based motor mapping of multiple limb movements in mice using deep neural networks

AU - Padawer-Curry, Jonah

AU - Khanal, Nischal

AU - Schulte, Kevin

AU - Voss, Trevor

AU - Kim, Byungchan

AU - Bice, Annie R.

AU - Bauer, Adam Q.

PY - 2022

Y1 - 2022

N2 - We demonstrate a hybrid method utilizing DeepLabCut and LBM-MM 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.

AB - We demonstrate a hybrid method utilizing DeepLabCut and LBM-MM 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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M3 - Conference contribution

AN - SCOPUS:85136383415

T3 - Optics InfoBase Conference Papers

BT - Optics and the Brain, BRAIN 2022

PB - Optica Publishing Group (formerly OSA)

T2 - Optics and the Brain, BRAIN 2022

Y2 - 24 April 2022 through 27 April 2022

ER -

Automated light-based motor mapping of multiple limb movements in mice using deep neural networks

Abstract

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