Dorrell, Will

6 publications

NeurIPS 2025 Memory by Accident: A Theory of Learning as a Byproduct of Network Stabilization Basile Confavreux, Will Dorrell, Nishil Patel, Andrew M Saxe

ICLR 2025 Range, Not Independence, Drives Modularity in Biologically Inspired Representations Will Dorrell, Kyle Hsu, Luke Hollingsworth, Jin Hwa Lee, Jiajun Wu, Chelsea Finn, Peter E. Latham, Timothy Edward John Behrens, James C. R. Whittington

ICMLW 2024 Modularity in Biologically Inspired Representations Depends on Task Variable Range Independence Will Dorrell, Kyle Hsu, Luke Hollingsworth, Jin Hwa Lee, Jiajun Wu, Chelsea Finn, Peter E. Latham, Timothy Edward John Behrens, James C. R. Whittington

ICLR 2023 Actionable Neural Representations: Grid Cells from Minimal Constraints Will Dorrell, Peter E. Latham, Timothy E. J. Behrens, James C. R. Whittington

ICLR 2023 Disentanglement with Biological Constraints: A Theory of Functional Cell Types James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Behrens

ICML 2023 Meta-Learning the Inductive Bias of Simple Neural Circuits Will Dorrell, Maria Yuffa, Peter E. Latham