← Authors

David Barrett

8 papers · 2012–2022 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (8) πŸ—ΊοΈ Taxonomy Completionist (13) πŸŒ‰ Interdisciplinary Bridge πŸ† Keyword Champion πŸ”₯ Unstoppable (5) πŸ“ˆ Trend Setter

Conferences

ICLR (3) ICML (3) NIPS (2)

Top co-authors

Benoit Dherin (4) Ari Morcos (2) Adam Santoro (2) Timothy Lillicrap (2) Felix Hill (2) Christian K. Machens (1) Antonia Creswell (1) Sophie Deneve (1) Samuel L Smith (1) Ralph Bourdoukan (1)

Keywords

neural network (3) population coding (1) visual reasoning (1) relational reasoning (1) gradient descent (1) predictive coding (1) spike-based code (1) hebbian plasticity (1) population representation (1) spike-based representation (1) predictive coding scheme (1) integrate-and-fire neuron (1) spike train (1) generative adversarial network (1) pretrained model (1) two-player game (1) abstract reasoning (1) backward error analysis (1) symbolic ai (1) linear decoder (1)

Papers

Why neural networks find simple solutions: The many regularizers of geometric complexity NIPS 2022
Discretization Drift in Two-Player Games ICML 2021
On the Origin of Implicit Regularization in Stochastic Gradient Descent ICLR 2021
Implicit Gradient Regularization ICLR 2021
An Explicitly Relational Neural Network Architecture ICML 2020
Learning to Make Analogies by Contrasting Abstract Relational Structure ICLR 2019
Measuring abstract reasoning in neural networks ICML 2018
Learning optimal spike-based representations NIPS 2012