James C. R. Whittington

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Biologically Inspired

Distributed Representations

Predictive Coding

Top Venues

Publications

James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Behrens
Disentanglement with Biological Constraints: A Theory of Functional Cell Types. ICLR (2023)
Will Dorrell, Peter E. Latham, Tim E. J. Behrens, James C. R. Whittington
Actionable Neural Representations: Grid Cells from Minimal Constraints. ICLR (2023)
Kyle Hsu, William Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn
Disentanglement via Latent Quantization. NeurIPS (2023)
Kyle Hsu, Will Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn
Disentanglement via Latent Quantization. CoRR (2023)
James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Edward John Behrens
Disentangling with Biological Constraints: A Theory of Functional Cell Types. CoRR (2022)
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 (2022)
James C. R. Whittington, Joseph Warren, Tim E. J. Behrens
Relating transformers to models and neural representations of the hippocampal formation. ICLR (2022)
James C. R. Whittington, Joseph Warren, Timothy Edward John Behrens
Relating transformers to models and neural representations of the hippocampal formation. CoRR (2021)
James C. R. Whittington, Rishabh Kabra, Loic Matthey, Christopher P. Burgess, Alexander Lerchner
Constellation: Learning relational abstractions over objects for compositional imagination. CoRR (2021)
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)
James C. R. Whittington, Timothy H. Muller, Caswell Barry, Timothy Edward John Behrens
Generalisation of structural knowledge in the Hippocampal-Entorhinal system. CoRR (2018)
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) (2017)