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James C. R. Whittington
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Books and Theses
- 2019
- [b1]James C. R. Whittington:
A Bayesian account of learning and generalising representations in the brain. University of Oxford, UK, 2019
Journal Articles
- 2017
- [j1]James C. R. Whittington, Rafal Bogacz
:
An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity. Neural Comput. 29(5): 1229-1262 (2017)
Conference and Workshop Papers
- 2023
- [c5]Will Dorrell, Peter E. Latham, Tim E. J. Behrens, James C. R. Whittington:
Actionable Neural Representations: Grid Cells from Minimal Constraints. ICLR 2023 - [c4]James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Behrens:
Disentanglement with Biological Constraints: A Theory of Functional Cell Types. ICLR 2023 - [c3]Kyle Hsu, William Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn:
Disentanglement via Latent Quantization. NeurIPS 2023 - 2022
- [c2]James C. R. Whittington, Joseph Warren, Tim E. J. Behrens:
Relating transformers to models and neural representations of the hippocampal formation. ICLR 2022 - 2018
- [c1]James C. R. Whittington, Timothy H. Muller, Shirely Mark, Caswell Barry, Tim E. J. Behrens:
Generalisation of structural knowledge in the hippocampal-entorhinal system. NeurIPS 2018: 8493-8504
Informal and Other Publications
- 2023
- [i6]Kyle Hsu, Will Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn:
Disentanglement via Latent Quantization. CoRR abs/2305.18378 (2023) - 2022
- [i5]James C. R. Whittington, David McCaffary, Jacob J. W. Bakermans, Timothy Edward John Behrens:
How to build a cognitive map: insights from models of the hippocampal formation. CoRR abs/2202.01682 (2022) - [i4]James C. R. Whittington, Will Dorrell
, Surya Ganguli, Timothy Edward John Behrens:
Disentangling with Biological Constraints: A Theory of Functional Cell Types. CoRR abs/2210.01768 (2022) - 2021
- [i3]James C. R. Whittington, Rishabh Kabra, Loic Matthey, Christopher P. Burgess, Alexander Lerchner:
Constellation: Learning relational abstractions over objects for compositional imagination. CoRR abs/2107.11153 (2021) - [i2]James C. R. Whittington, Joseph Warren, Timothy Edward John Behrens:
Relating transformers to models and neural representations of the hippocampal formation. CoRR abs/2112.04035 (2021) - 2018
- [i1]James C. R. Whittington, Timothy H. Muller, Caswell Barry, Timothy Edward John Behrens:
Generalisation of structural knowledge in the Hippocampal-Entorhinal system. CoRR abs/1805.09042 (2018)
Coauthor Index
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