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Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
View ORCID ProfileMatthew R Whiteway, View ORCID ProfileDan Biderman, Yoni Friedman, View ORCID ProfileMario Dipoppa, View ORCID ProfileE. Kelly Buchanan, Anqi Wu, John Zhou, View ORCID ProfileJean-Paul Noel, The International Brain Laboratory, John Cunningham, Liam Paninski
doi: https://doi.org/10.1101/2021.02.22.432309
Matthew R Whiteway
1Center for Theoretical Neuroscience, Columbia University, New York, USA
2Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
3Grossman Center for the Statistics of Mind, Columbia University, New York, USA
4Department of Statistics, Columbia University, New York, USA
5Department of Neuroscience, Columbia University, New York, USA
Dan Biderman
1Center for Theoretical Neuroscience, Columbia University, New York, USA
2Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
3Grossman Center for the Statistics of Mind, Columbia University, New York, USA
4Department of Statistics, Columbia University, New York, USA
5Department of Neuroscience, Columbia University, New York, USA
Yoni Friedman
1Center for Theoretical Neuroscience, Columbia University, New York, USA
7Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Boston, USA
Mario Dipoppa
1Center for Theoretical Neuroscience, Columbia University, New York, USA
2Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
E. Kelly Buchanan
1Center for Theoretical Neuroscience, Columbia University, New York, USA
2Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
3Grossman Center for the Statistics of Mind, Columbia University, New York, USA
4Department of Statistics, Columbia University, New York, USA
5Department of Neuroscience, Columbia University, New York, USA
Anqi Wu
1Center for Theoretical Neuroscience, Columbia University, New York, USA
2Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
3Grossman Center for the Statistics of Mind, Columbia University, New York, USA
4Department of Statistics, Columbia University, New York, USA
5Department of Neuroscience, Columbia University, New York, USA
John Zhou
6Department of Computer Science, Columbia University, New York, USA
Jean-Paul Noel
8Center for Neural Science, New York University, New York, USA
John Cunningham
1Center for Theoretical Neuroscience, Columbia University, New York, USA
2Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
3Grossman Center for the Statistics of Mind, Columbia University, New York, USA
4Department of Statistics, Columbia University, New York, USA
5Department of Neuroscience, Columbia University, New York, USA
Liam Paninski
1Center for Theoretical Neuroscience, Columbia University, New York, USA
2Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, USA
3Grossman Center for the Statistics of Mind, Columbia University, New York, USA
4Department of Statistics, Columbia University, New York, USA
5Department of Neuroscience, Columbia University, New York, USA
Article usage
Posted February 23, 2021.
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
Matthew R Whiteway, Dan Biderman, Yoni Friedman, Mario Dipoppa, E. Kelly Buchanan, Anqi Wu, John Zhou, Jean-Paul Noel, The International Brain Laboratory, John Cunningham, Liam Paninski
bioRxiv 2021.02.22.432309; doi: https://doi.org/10.1101/2021.02.22.432309
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
Matthew R Whiteway, Dan Biderman, Yoni Friedman, Mario Dipoppa, E. Kelly Buchanan, Anqi Wu, John Zhou, Jean-Paul Noel, The International Brain Laboratory, John Cunningham, Liam Paninski
bioRxiv 2021.02.22.432309; doi: https://doi.org/10.1101/2021.02.22.432309
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