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Parallel inference of hierarchical latent dynamics in two-photon calcium imaging of neuronal populations

View ORCID ProfileLuke Y. Prince, View ORCID ProfileShahab Bakhtiari, View ORCID ProfileColleen J. Gillon, View ORCID ProfileBlake A. Richards
doi: https://doi.org/10.1101/2021.03.05.434105
Luke Y. Prince
1School of Computer Science, McGill University, Montreal, Quebec, Canada
2Mila, Montreal, Quebec, Canada
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Shahab Bakhtiari
1School of Computer Science, McGill University, Montreal, Quebec, Canada
2Mila, Montreal, Quebec, Canada
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Colleen J. Gillon
2Mila, Montreal, Quebec, Canada
3Department of Biological Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada
4Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
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Blake A. Richards
1School of Computer Science, McGill University, Montreal, Quebec, Canada
2Mila, Montreal, Quebec, Canada
5Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
6Learning in Machines and Brains Program, Canadian Institute for Advanced Research, Toronto, Ontario, Canada
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  • For correspondence: blake.richards@mila.quebec
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Article Information

doi 
https://doi.org/10.1101/2021.03.05.434105
History 
  • March 8, 2021.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.

Author Information

  1. Luke Y. Prince1,2,
  2. Shahab Bakhtiari1,2,
  3. Colleen J. Gillon2,3,4 and
  4. Blake A. Richards1,2,5,6,*
  1. 1School of Computer Science, McGill University, Montreal, Quebec, Canada
  2. 2Mila, Montreal, Quebec, Canada
  3. 3Department of Biological Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada
  4. 4Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
  5. 5Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
  6. 6Learning in Machines and Brains Program, Canadian Institute for Advanced Research, Toronto, Ontario, Canada
  1. ↵*Corresponding author: blake.richards{at}mila.quebec
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Posted March 08, 2021.
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Parallel inference of hierarchical latent dynamics in two-photon calcium imaging of neuronal populations
Luke Y. Prince, Shahab Bakhtiari, Colleen J. Gillon, Blake A. Richards
bioRxiv 2021.03.05.434105; doi: https://doi.org/10.1101/2021.03.05.434105
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Parallel inference of hierarchical latent dynamics in two-photon calcium imaging of neuronal populations
Luke Y. Prince, Shahab Bakhtiari, Colleen J. Gillon, Blake A. Richards
bioRxiv 2021.03.05.434105; doi: https://doi.org/10.1101/2021.03.05.434105

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