James C. R. Whittington

15 papers A* 6Journal 8

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Range, not Independence, Drives Modularity in Biologically Inspired Representations. ICLR Will Dorrell, Kyle Hsu, Luke Hollingsworth, Jin Hwa Lee, Jiajun Wu, Chelsea Finn, Peter E. Latham, Timothy Edward John Behrens, James C. R. Whittington
2024	J	`jnl`	Don't Cut Corners: Exact Conditions for Modularity in Biologically Inspired Representations. CoRR Will Dorrell, Kyle Hsu, Luke Hollingsworth, Jin Hwa Lee, Jiajun Wu, Chelsea Finn, Peter E. Latham, Timothy Edward John Behrens, James C. R. Whittington
2023	A*	`conf`	Actionable Neural Representations: Grid Cells from Minimal Constraints. ICLR Will Dorrell, Peter E. Latham, Tim E. J. Behrens, James C. R. Whittington
2023	A*	`conf`	Disentanglement via Latent Quantization. NeurIPS Kyle Hsu, William Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn
2023	J	`jnl`	Disentanglement via Latent Quantization. CoRR Kyle Hsu, Will Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn
2023	A*	`conf`	Disentanglement with Biological Constraints: A Theory of Functional Cell Types. ICLR James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Behrens
2022	J	`jnl`	Disentangling with Biological Constraints: A Theory of Functional Cell Types. CoRR James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Edward John Behrens
2022	J	`jnl`	How to build a cognitive map: insights from models of the hippocampal formation. CoRR James C. R. Whittington, David McCaffary, Jacob J. W. Bakermans, Timothy Edward John Behrens
2022	A*	`conf`	Relating transformers to models and neural representations of the hippocampal formation. ICLR James C. R. Whittington, Joseph Warren, Tim E. J. Behrens
2021	J	`jnl`	Constellation: Learning relational abstractions over objects for compositional imagination. CoRR James C. R. Whittington, Rishabh Kabra, Loic Matthey, Christopher P. Burgess, Alexander Lerchner
2021	J	`jnl`	Relating transformers to models and neural representations of the hippocampal formation. CoRR James C. R. Whittington, Joseph Warren, Timothy Edward John Behrens
2019	—	`—`	A Bayesian account of learning and generalising representations in the brain. James C. R. Whittington
2018	J	`jnl`	Generalisation of structural knowledge in the Hippocampal-Entorhinal system. CoRR James C. R. Whittington, Timothy H. Muller, Caswell Barry, Timothy Edward John Behrens
2018	A*	`conf`	Generalisation of structural knowledge in the hippocampal-entorhinal system. NeurIPS James C. R. Whittington, Timothy H. Muller, Shirely Mark, Caswell Barry, Tim E. J. Behrens
2017	J	`jnl`	An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity. Neural Comput. James C. R. Whittington, Rafal Bogacz