James Whittington
James Whittington
University of Oxford, Stanford University
Verified email at - Homepage
Cited by
Cited by
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
Theories of error back-propagation in the brain
JCR Whittington, R Bogacz
Trends in cognitive sciences 23 (3), 235-250, 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
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
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
Intuitive planning: global navigation through cognitive maps based on grid-like codes
AB Baram, TH Muller, JCR Whittington, TEJ Behrens
BioRxiv, 421461, 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
Relating transformers to models and neural representations of the hippocampal formation
JCR Whittington, J Warren, TEJ Behrens
International Conference on Learning Representations, 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
Reinforcement learning: Dopamine ramps with fuzzy value estimates
JCR Whittington, TEJ Behrens
Current Biology 32 (5), R213-R215, 2022
A Bayesian account of learning and generalising representations in the brain
JCR Whittington
University of Oxford, 2019
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