What is a cognitive map? Organizing knowledge for flexible behavior TEJ Behrens, TH Muller, JCR Whittington, S Mark, AB Baram, ... Neuron 100 (2), 490-509, 2018 | 437 | 2018 |
Theories of error back-propagation in the brain JCR Whittington, R Bogacz Trends in cognitive sciences 23 (3), 235-250, 2019 | 231 | 2019 |
An approximation of the error backpropagation algorithm in a predictive coding network with local hebbian synaptic plasticity JCR Whittington, R Bogacz Neural computation 29 (5), 1229-1262, 2017 | 176 | 2017 |
The Tolman-Eichenbaum machine: unifying space and relational memory through generalization in the hippocampal formation JCR Whittington, TH Muller, S Mark, G Chen, C Barry, N Burgess, ... Cell 183 (5), 1249-1263. e23, 2020 | 172* | 2020 |
Generalisation of structural knowledge in the hippocampal-entorhinal system JCR Whittington, TH Muller, S Mark, C Barry, TEJ Behrens Advances in Neural Information Processing Systems, 8493-8504, 2018 | 42 | 2018 |
Intuitive planning: global navigation through cognitive maps based on grid-like codes AB Baram, TH Muller, JCR Whittington, TEJ Behrens BioRxiv, 421461, 2018 | 14 | 2018 |
How to build a cognitive map: insights from models of the hippocampal formation JCR Whittington, D McCaffary, JJW Bakermans, TEJ Behrens arXiv preprint arXiv:2202.01682, 2022 | 2 | 2022 |
Relating transformers to models and neural representations of the hippocampal formation JCR Whittington, J Warren, TEJ Behrens International Conference on Learning Representations, 2022 | 1 | 2022 |
Constellation: Learning relational abstractions over objects for compositional imagination JCR Whittington, R Kabra, L Matthey, CP Burgess, A Lerchner arXiv preprint arXiv:2107.11153, 2021 | 1 | 2021 |
Reinforcement learning: Dopamine ramps with fuzzy value estimates JCR Whittington, TEJ Behrens Current Biology 32 (5), R213-R215, 2022 | | 2022 |
A Bayesian account of learning and generalising representations in the brain JCR Whittington University of Oxford, 2019 | | 2019 |