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

Victor Geadah; Stefan Horoi; Giancarlo Kerg; Guy Wolf; Guillaume Lajoie

doi:10.1101/2022.04.29.489963

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

View ORCID ProfileVictor Geadah, View ORCID ProfileStefan Horoi, Giancarlo Kerg, View ORCID ProfileGuy Wolf, View ORCID ProfileGuillaume Lajoie

doi: https://doi.org/10.1101/2022.04.29.489963

Victor Geadah

1Program in Applied and Computational Mathematics, Princeton University, Princeton, U.S.A.

2Mila - Quebec Artificial Intelligence Institute, Montréal, Canada

3Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada

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ORCID record for Victor Geadah

Stefan Horoi

2Mila - Quebec Artificial Intelligence Institute, Montréal, Canada

3Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada

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ORCID record for Stefan Horoi

Giancarlo Kerg

2Mila - Quebec Artificial Intelligence Institute, Montréal, Canada

4Département d’Informatique et Recherche Opérationelle, Université de Montréal, Montréal, Canada

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Guy Wolf

2Mila - Quebec Artificial Intelligence Institute, Montréal, Canada

3Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada

5Canada CIFAR AI Chair

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Guillaume Lajoie

2Mila - Quebec Artificial Intelligence Institute, Montréal, Canada

3Département de Mathématiques et Statistiques, Université de Montréal, Montréal, Canada

5Canada CIFAR AI Chair

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ORCID record for Guillaume Lajoie
For correspondence: g.lajoie@umontreal.ca

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Posted July 19, 2023.

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

Victor Geadah, Stefan Horoi, Giancarlo Kerg, Guy Wolf, Guillaume Lajoie

bioRxiv 2022.04.29.489963; doi: https://doi.org/10.1101/2022.04.29.489963

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

Victor Geadah, Stefan Horoi, Giancarlo Kerg, Guy Wolf, Guillaume Lajoie

bioRxiv 2022.04.29.489963; doi: https://doi.org/10.1101/2022.04.29.489963

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