William Dorrell

According to our database, William Dorrell authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

Memory by accident: a theory of learning as a byproduct of network stabilization.

Basile Confavreux, William Dorrell, Nishil Patel, Andrew M. Saxe

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Don't Cut Corners: Exact Conditions for 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

CoRR, 2024

2023

Disentanglement via Latent Quantization.

Kyle Hsu, William Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn

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

Meta-Learning the Inductive Bias of Simple Neural Circuits.

Will Dorrell, Maria Yuffa, Peter E. Latham

Proceedings of the International Conference on Machine Learning, 2023

Disentanglement with Biological Constraints: A Theory of Functional Cell Types.

James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Behrens

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Actionable Neural Representations: Grid Cells from Minimal Constraints.

Will Dorrell, Peter E. Latham, Tim E. J. Behrens, James C. R. Whittington

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A differential Hebbian framework for biologically-plausible motor control.

Sergio Oscar Verduzco-Flores, William Dorrell, Erik De Schutter

Neural Networks, 2022

Disentangling with Biological Constraints: A Theory of Functional Cell Types.

James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Edward John Behrens

CoRR, 2022