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Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits

Alexandre Payeur, View ORCID ProfileJordan Guerguiev, Friedemann Zenke, View ORCID ProfileBlake A. Richards, View ORCID ProfileRichard Naud
doi: https://doi.org/10.1101/2020.03.30.015511
Alexandre Payeur
1uOttawa Brain and Mind Institute, Centre for Neural Dynamics, Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
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Jordan Guerguiev
2Department of Biological Sciences, University of Toronto Scarborough, Toronto, ON, Canada
3Department of Cell and Systems Biology, University of Toronto, Toronto, ON, Canada
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Friedemann Zenke
4Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
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Blake A. Richards
5Mila, Montréal, QC, Canada
6Department of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada
7School of Computer Science, McGill University, Montréal, QC, Canada
8Learning in Machines and Brains Program, Canadian Institute for Advanced Research, Toronto, ON, Canada
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  • For correspondence: rnaud@uottawa.ca blake.richards@mcgill.ca
Richard Naud
1uOttawa Brain and Mind Institute, Centre for Neural Dynamics, Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
9Department of Physics, University of Ottawa, Ottawa, ON, Canada
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  • For correspondence: rnaud@uottawa.ca blake.richards@mcgill.ca
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Article Information

doi 
https://doi.org/10.1101/2020.03.30.015511
History 
  • September 14, 2020.

Article Versions

  • Version 1 (March 31, 2020 - 15:09).
  • You are viewing Version 2, the most recent version of this article.
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. Alexandre Payeur1,•,
  2. Jordan Guerguiev2,3,•,
  3. Friedemann Zenke4,
  4. Blake A. Richards5,6,7,8,*,• and
  5. Richard Naud1,9,*,•
  1. 1uOttawa Brain and Mind Institute, Centre for Neural Dynamics, Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
  2. 2Department of Biological Sciences, University of Toronto Scarborough, Toronto, ON, Canada
  3. 3Department of Cell and Systems Biology, University of Toronto, Toronto, ON, Canada
  4. 4Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
  5. 5Mila, Montréal, QC, Canada
  6. 6Department of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada
  7. 7School of Computer Science, McGill University, Montréal, QC, Canada
  8. 8Learning in Machines and Brains Program, Canadian Institute for Advanced Research, Toronto, ON, Canada
  9. 9Department of Physics, University of Ottawa, Ottawa, ON, Canada
  1. ↵*Corresponding authors, email: rnaud{at}uottawa.ca, blake.richards{at}mcgill.ca
  1. ↵• Equal contributions

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Posted September 14, 2020.
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Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits
Alexandre Payeur, Jordan Guerguiev, Friedemann Zenke, Blake A. Richards, Richard Naud
bioRxiv 2020.03.30.015511; doi: https://doi.org/10.1101/2020.03.30.015511
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Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits
Alexandre Payeur, Jordan Guerguiev, Friedemann Zenke, Blake A. Richards, Richard Naud
bioRxiv 2020.03.30.015511; doi: https://doi.org/10.1101/2020.03.30.015511

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