conftrace_

Jonathan Cornford

4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) NIPS (1)

Top co-authors

Guillaume Lajoie (2) Blake Aaron Richards (2) Arna Ghosh (2) Eric Todd SheaBrown (1) Roman Pogodin (1) Gauthier Gidel (1) Yuhan Helena Liu (1) Aristide Baratin (1) Damjan Kalajdzievski (1) Dimitri Michael Kullmann (1)

Keywords

spectral analysis (1) recurrent neural network (1) singular value distribution (1) dale's law (1) excitatory inhibitory (1)

Papers

Synaptic Weight Distributions Depend on the Geometry of Plasticity ICLR 2024 How connectivity structure shapes rich and lazy learning in neural circuits ICLR 2024 Learning better with Dale’s Law: A Spectral Perspective NIPS 2023 Learning to live with Dale's principle: ANNs with separate excitatory and inhibitory units ICLR 2021