Caswell Barry

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Distributed Representations

Using Artificial Neural Networks

Top Venues

PLoS Comput. Biol.

Publications

Wilka Carvalho, Momchil S. Tomov, William de Cothi, Caswell Barry, Samuel J. Gershman
Predictive representations: building blocks of intelligence. CoRR (2024)
Augustine N. Mavor-Parker, Matthew J. Sargent, Caswell Barry, Lewis D. Griffin, Clare Lyle
Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning. CoRR (2024)
Markus Frey, Christian F. Doeller, Caswell Barry
Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks. CoRR (2023)
Tom M. George, Kimberly L. Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai
A generative model of the hippocampal formation trained with theta driven local learning rules. NeurIPS (2023)
Markus Frey, Christian F. Doeller, Caswell Barry
Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks. CVPR (2023)
Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation. ICML (2022)
Augustine N. Mavor-Parker, Andrea Banino, Lewis D. Griffin, Caswell Barry
A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism. CoRR (2022)
Matthew J. Sargent, Peter J. Bentley, Caswell Barry, William de Cothi
Temporally Extended Successor Representations. CoRR (2022)
Sihao Liu, Augustine N. Mavor-Parker, Caswell Barry
Functional Connectome: Approximating Brain Networks with Artificial Neural Networks. CoRR (2022)
Dori M. Grijseels, Kira Shaw, Caswell Barry, Catherine N. Hall
Choice of method of place cell classification determines the population of cells identified. PLoS Comput. Biol. 17 (7) (2021)
Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin
Escaping Stochastic Traps with Aleatoric Mapping Agents. CoRR (2021)
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew Botvinick, Dharshan Kumaran, Charles Blundell
MEMO: A Deep Network for Flexible Combination of Episodic Memories. ICLR (2020)
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew Botvinick, Dharshan Kumaran, Charles Blundell
MEMO: A Deep Network for Flexible Combination of Episodic Memories. CoRR (2020)
Ardi Tampuu, Tambet Matiisen, H. Freyja Ólafsdóttir, Caswell Barry, Raul Vicente
Efficient neural decoding of self-location with a deep recurrent network. PLoS Comput. Biol. 15 (2) (2019)
Andrea Banino, Caswell Barry, Benigno Uria, Charles Blundell, Timothy P. Lillicrap, Piotr Mirowski, Alexander Pritzel, Martin J. Chadwick, Thomas Degris, Joseph Modayil, Greg Wayne, Hubert Soyer, Fabio Viola, Brian Zhang, Ross Goroshin, Neil C. Rabinowitz, Razvan Pascanu, Charlie Beattie, Stig Petersen, Amir Sadik, Stephen Gaffney, Helen King, Koray Kavukcuoglu, Demis Hassabis, Raia Hadsell, Dharshan Kumaran
Vector-based navigation using grid-like representations in artificial agents. Nat. 557 (7705) (2018)
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)