Jonathan Cornford

According to our database, Jonathan Cornford authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Synaptic Weight Distributions Depend on the Geometry of Plasticity.

Roman Pogodin, Jonathan Cornford, Arna Ghosh, Gauthier Gidel, Guillaume Lajoie, Blake Aaron Richards

Proceedings of the Twelfth International Conference on Learning Representations, 2024

How connectivity structure shapes rich and lazy learning in neural circuits.

Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Shea-Brown, Guillaume Lajoie

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning better with Dale's Law: A Spectral Perspective.

Pingsheng Li, Jonathan Cornford, Arna Ghosh, Blake A. Richards

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Proceedings of the 9th International Conference on Learning Representations, 2021