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Cornford, Jonathan
4 publications
ICLR
2024
How Connectivity Structure Shapes Rich and Lazy Learning in Neural Circuits
Yuhan Helena Liu
,
Aristide Baratin
,
Jonathan Cornford
,
Stefan Mihalas
,
Eric Todd SheaBrown
,
Guillaume Lajoie
ICLR
2024
Synaptic Weight Distributions Depend on the Geometry of Plasticity
Roman Pogodin
,
Jonathan Cornford
,
Arna Ghosh
,
Gauthier Gidel
,
Guillaume Lajoie
,
Blake Aaron Richards
NeurIPS
2023
Learning Better with Dale’s Law: A Spectral Perspective
Pingsheng Li
,
Jonathan Cornford
,
Arna Ghosh
,
Blake Richards
ICLR
2021
Learning to Live with Dale's Principle: ANNs with Separate Excitatory and Inhibitory Units
Jonathan Cornford
,
Damjan Kalajdzievski
,
Marco Leite
,
Amélie Lamarquette
,
Dimitri Michael Kullmann
,
Blake Aaron Richards