Disentanglement with biological constraints: A theory of functional cell types JCR Whittington, W Dorrell, S Ganguli, T Behrens The Eleventh International Conference on Learning Representations, 2023 | 38* | 2023 |
Simulating twistronics in acoustic metamaterials SM Gardezi, H Pirie, S Carr, W Dorrell, JE Hoffman 2D Materials 8 (3), 031002, 2021 | 36* | 2021 |
van der Waals metamaterials W Dorrell, H Pirie, SM Gardezi, NC Drucker, JE Hoffman Physical Review B 101 (12), 121103, 2020 | 24 | 2020 |
Actionable Neural Representations: Grid Cells from Minimal Constraints W Dorrell, P Latham, T Behrens, J Whittington The Eleventh International Conference on Learning Representations, 2023 | 15 | 2023 |
Disentanglement via latent quantization K Hsu, W Dorrell, Whittington, J CR, J Wu, C Finn Neural Information Processing Systems (NeurIPS), 2023 | 9 | 2023 |
Bilateral alignment of receptive fields in the olfactory cortex J Grimaud, W Dorrell, C Pehlevan, V Murthy bioRxiv, 2020.02. 24.960922, 2020 | 9 | 2020 |
A differential Hebbian framework for biologically-plausible motor control S Verduzco-Flores, W Dorrell, E DeSchutter Neural Networks 150, 237-258, 2022 | 5 | 2022 |
A Cellular Basis for Mapping Behavioural Structure M El-Gaby, AL Harris, JCR Whittington, W Dorrell, A Bhomick, MW Walton, ... bioRxiv, 2023.11. 04.565609, 2023 | 3 | 2023 |
Meta-learning the inductive bias of simple neural circuits W Dorrell, M Yuffa, PE Latham International Conference on Machine Learning, 8389-8402, 2023 | 1 | 2023 |
Replay of procedural experience is independent of the hippocampus E Thompson, L Rollik, B Waked, G Mills, J Kaur, B Geva, ... bioRxiv, 2024.06. 05.597547, 2024 | | 2024 |
On prefrontal working memory and hippocampal episodic memory: Unifying memories stored in weights and activity slots JCR Whittington, W Dorrell, TEJ Behrens, S Ganguli, M El-Gaby bioRxiv, 2023.11. 05.565662, 2023 | | 2023 |
Modularity in Biologically Inspired Representations Depends on Task Variable Range Independence W Dorrell, K Hsu, L Hollingsworth, JH Lee, J Wu, C Finn, PE Latham, ... ICML 2024 Workshop on Mechanistic Interpretability, 0 | | |