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Bridging neuronal correlations and dimensionality reduction

Akash Umakantha, Rudina Morina, Benjamin R. Cowley, View ORCID ProfileAdam C. Snyder, View ORCID ProfileMatthew A. Smith, View ORCID ProfileByron M. Yu
doi: https://doi.org/10.1101/2020.12.04.383604
Akash Umakantha
1Carnegie Mellon Neuroscience Institute, Pittsburgh, PA
2Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA
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Rudina Morina
3Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA
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Benjamin R. Cowley
2Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA
4Princeton Neuroscience Institute, Princeton University, Princeton, NJ
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Adam C. Snyder
3Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA
5Department of Brain and Cognitive Sciences, University of Rochester, Rochester, NY
6Department of Neuroscience, University of Rochester, Rochester, NY
7Center for Visual Science, University of Rochester, Rochester, NY
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Matthew A. Smith
1Carnegie Mellon Neuroscience Institute, Pittsburgh, PA
8Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA
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Byron M. Yu
1Carnegie Mellon Neuroscience Institute, Pittsburgh, PA
3Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA
8Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA
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  • For correspondence: byronyu@cmu.edu
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Article Information

doi 
https://doi.org/10.1101/2020.12.04.383604
History 
  • December 4, 2020.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.

Author Information

  1. Akash Umakantha1,2,*,
  2. Rudina Morina3,*,
  3. Benjamin R. Cowley2,4,*,
  4. Adam C. Snyder3,5,6,7,
  5. Matthew A. Smith1,8,† and
  6. Byron M. Yu1,3,8,†,*
  1. 1Carnegie Mellon Neuroscience Institute, Pittsburgh, PA
  2. 2Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA
  3. 3Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA
  4. 4Princeton Neuroscience Institute, Princeton University, Princeton, NJ
  5. 5Department of Brain and Cognitive Sciences, University of Rochester, Rochester, NY
  6. 6Department of Neuroscience, University of Rochester, Rochester, NY
  7. 7Center for Visual Science, University of Rochester, Rochester, NY
  8. 8Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA
  1. ↵* Corresponding author; email: byronyu{at}cmu.edu
  1. ↵* Denote equal contributions

  2. ↵† Denote equal contributions

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Posted December 04, 2020.
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Bridging neuronal correlations and dimensionality reduction
Akash Umakantha, Rudina Morina, Benjamin R. Cowley, Adam C. Snyder, Matthew A. Smith, Byron M. Yu
bioRxiv 2020.12.04.383604; doi: https://doi.org/10.1101/2020.12.04.383604
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Bridging neuronal correlations and dimensionality reduction
Akash Umakantha, Rudina Morina, Benjamin R. Cowley, Adam C. Snyder, Matthew A. Smith, Byron M. Yu
bioRxiv 2020.12.04.383604; doi: https://doi.org/10.1101/2020.12.04.383604

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