Neural networks with optimized single-neuron adaptation uncover biologically plausible regularization

• Victor Geadah,

  Roles Conceptualization, Formal analysis, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Program in Applied and Computational Mathematics, Princeton University, Princeton, New Jersey, United States of America, Mila - Quebec Artificial Intelligence Institute, Montréal, Canada, Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada

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• Stefan Horoi,

  Roles Data curation, Investigation, Methodology

  Affiliations Mila - Quebec Artificial Intelligence Institute, Montréal, Canada, Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada

  https://orcid.org/0000-0003-2951-2600

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• Giancarlo Kerg,

  Roles Data curation, Formal analysis

  Affiliations Mila - Quebec Artificial Intelligence Institute, Montréal, Canada, Département d’Informatique et Recherche Opérationelle, Université de Montréal, Montréal, Canada

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• Guy Wolf,

  Roles Investigation, Validation

  Affiliations Mila - Quebec Artificial Intelligence Institute, Montréal, Canada, Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada, Canada-CIFAR AI Chairs, Montréal, Canada

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• Guillaume Lajoie

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: g.lajoie@umontreal.ca

  Affiliations Mila - Quebec Artificial Intelligence Institute, Montréal, Canada, Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada, Canada-CIFAR AI Chairs, Montréal, Canada

  https://orcid.org/0000-0003-2730-7291

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