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Population geometry enables fast sampling in spiking neural networks

View ORCID ProfilePaul Masset, View ORCID ProfileJacob A. Zavatone-Veth, J. Patrick Connor, View ORCID ProfileVenkatesh N. Murthy, View ORCID ProfileCengiz Pehlevan
doi: https://doi.org/10.1101/2022.06.03.494680
Paul Masset
1Center for Brain Science, Harvard University, Cambridge MA, 02138
2Department of Molecular and Cellular Biology, Harvard University, Cambridge MA, 02138
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  • ORCID record for Paul Masset
  • For correspondence: paul_masset@fas.harvard.edu jzavatoneveth@g.harvard.edu cpehlevan@seas.harvard.edu
Jacob A. Zavatone-Veth
1Center for Brain Science, Harvard University, Cambridge MA, 02138
3Department of Physics, Harvard University, Cambridge MA, 02138
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  • For correspondence: paul_masset@fas.harvard.edu jzavatoneveth@g.harvard.edu cpehlevan@seas.harvard.edu
J. Patrick Connor
4John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge MA, 02138
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Venkatesh N. Murthy
1Center for Brain Science, Harvard University, Cambridge MA, 02138
2Department of Molecular and Cellular Biology, Harvard University, Cambridge MA, 02138
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Cengiz Pehlevan
1Center for Brain Science, Harvard University, Cambridge MA, 02138
4John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge MA, 02138
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  • For correspondence: paul_masset@fas.harvard.edu jzavatoneveth@g.harvard.edu cpehlevan@seas.harvard.edu
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Article Information

doi 
https://doi.org/10.1101/2022.06.03.494680
History 
  • June 5, 2022.
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 4.0 International license.

Author Information

  1. Paul Masset1,2,5,*,
  2. Jacob A. Zavatone-Veth1,3,5,*,
  3. J. Patrick Connor4,
  4. Venkatesh N. Murthy1,2,6 and
  5. Cengiz Pehlevan1,4,6,*
  1. 1Center for Brain Science, Harvard University, Cambridge MA, 02138
  2. 2Department of Molecular and Cellular Biology, Harvard University, Cambridge MA, 02138
  3. 3Department of Physics, Harvard University, Cambridge MA, 02138
  4. 4John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge MA, 02138
  1. ↵*Correspondence: paul_masset{at}fas.harvard.edu (PM), jzavatoneveth{at}g.harvard.edu (JAZ-V), cpehlevan{at}seas.harvard.edu (CP)
  1. ↵5 PM and JAZ-V contributed equally to this work

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Posted June 05, 2022.
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Population geometry enables fast sampling in spiking neural networks
Paul Masset, Jacob A. Zavatone-Veth, J. Patrick Connor, Venkatesh N. Murthy, Cengiz Pehlevan
bioRxiv 2022.06.03.494680; doi: https://doi.org/10.1101/2022.06.03.494680
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Population geometry enables fast sampling in spiking neural networks
Paul Masset, Jacob A. Zavatone-Veth, J. Patrick Connor, Venkatesh N. Murthy, Cengiz Pehlevan
bioRxiv 2022.06.03.494680; doi: https://doi.org/10.1101/2022.06.03.494680

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