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Research Articles, Systems/Circuits

Neural Classifiers with Limited Connectivity and Recurrent Readouts

Lyudmila Kushnir and Stefano Fusi
Journal of Neuroscience 14 November 2018, 38 (46) 9900-9924; https://doi.org/10.1523/JNEUROSCI.3506-17.2018
Lyudmila Kushnir
1LNC2, Departement d'Etudes Cognitives, Ecole Normale Superieure, Institut National de la Santé et de la Recherche Médicale, PSL Research University, 75005 Paris, France,
2Center for Theoretical Neuroscience, College of Physicians and Surgeons,
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Stefano Fusi
2Center for Theoretical Neuroscience, College of Physicians and Surgeons,
3Mortimer B. Zuckerman Mind Brain Behavior Institute, and
4Kavli Institute for Brain Sciences, Columbia University, New York, New York 10027
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Article Information

DOI 
https://doi.org/10.1523/JNEUROSCI.3506-17.2018
PubMed 
30249794
Published By 
Society for Neuroscience
History 
  • Received December 11, 2017
  • Revision received August 16, 2018
  • Accepted September 10, 2018
  • First published September 24, 2018.
  • Version of record published November 14, 2018.
Copyright & Usage 
Copyright © 2018 the authors 0270-6474/18/389900-25$15.00/0

Author Information

  1. Lyudmila Kushnir1,2 and
  2. Stefano Fusi2,3,4
  1. 1LNC2, Departement d'Etudes Cognitives, Ecole Normale Superieure, Institut National de la Santé et de la Recherche Médicale, PSL Research University, 75005 Paris, France,
  2. 2Center for Theoretical Neuroscience, College of Physicians and Surgeons,
  3. 3Mortimer B. Zuckerman Mind Brain Behavior Institute, and
  4. 4Kavli Institute for Brain Sciences, Columbia University, New York, New York 10027
View Full Text

Author contributions

  1. Author contributions: L.K. and S.F. designed research; L.K. performed research; L.K. analyzed data; L.K. and S.F. wrote the paper.

Disclosures

    • Received December 11, 2017.
    • Revision received August 16, 2018.
    • Accepted September 10, 2018.
  • S.F. is supported by the Gatsby Charitable Foundation, the Simons Foundation, the Schwartz Foundation, the Kavli Foundation, and the National Science Foundation NeuroNex Program Award DBI-1707398. L.K. was supported by Grants ANR-10-LABX-0087, ANR-10-IDEX-0001-02 and ERC grant PrediSpike, ERC - 312227.

  • Correspondence should be addressed to Stefano Fusi, Center for Theoretical Neuroscience, College of Physicians and Surgeons, Jerome L. Greene Science Center, 3227 Broadway, 5th and 6th Floors, Quad D, Columbia University, New York, NY 10027. sf2237{at}columbia.edu

Other Version

  • previous version (September 24, 2018).
  • You are viewing the most recent version of this article.

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The Journal of Neuroscience: 38 (46)
Journal of Neuroscience
Vol. 38, Issue 46
14 Nov 2018
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Neural Classifiers with Limited Connectivity and Recurrent Readouts
Lyudmila Kushnir, Stefano Fusi
Journal of Neuroscience 14 November 2018, 38 (46) 9900-9924; DOI: 10.1523/JNEUROSCI.3506-17.2018

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Neural Classifiers with Limited Connectivity and Recurrent Readouts
Lyudmila Kushnir, Stefano Fusi
Journal of Neuroscience 14 November 2018, 38 (46) 9900-9924; DOI: 10.1523/JNEUROSCI.3506-17.2018
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Keywords

  • attractor networks
  • classifier
  • committee machines
  • perceptron
  • sparse connectivity

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