James C. R. Whittington

15 papers A* 6Journal 8
YearRankTypeTitle / 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