Caswell Barry

21 papers A* 6Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Impact of symmetry in local learning rules on predictive neural representations and generalization in spatial navigation.
PLoS Comput. Biol.
Janis Keck, Caswell Barry, Christian F. Doeller, Jürgen Jost
2025 A* conf
SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour.
ICLR
Tom M. George, Pierre Glaser, Kim Stachenfeld, Caswell Barry, Claudia Clopath
2024 J jnl
Adult learners recall and recognition performance and affective feedback when learning from an AI-generated synthetic video.
CoRR
Zoe Ruo-Yu Li, Caswell Barry, Mutlu Cukurova
2024 J jnl
Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning.
CoRR
Augustine N. Mavor-Parker, Matthew J. Sargent, Caswell Barry, Lewis D. Griffin, Clare Lyle
2024 J jnl
Predictive Representations: Building Blocks of Intelligence.
Neural Comput.
Wilka Carvalho, Momchil S. Tomov, William de Cothi, Caswell Barry, Samuel J. Gershman
2024 J jnl
Predictive representations: building blocks of intelligence.
CoRR
Wilka Carvalho, Momchil S. Tomov, William de Cothi, Caswell Barry, Samuel J. Gershman
2023 A* conf
A generative model of the hippocampal formation trained with theta driven local learning rules.
NeurIPS
Tom M. George, Kimberly L. Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai
2023 A* conf
Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks.
CVPR
Markus Frey, Christian F. Doeller, Caswell Barry
2023 J jnl
Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks.
CoRR
Markus Frey, Christian F. Doeller, Caswell Barry
2022 J jnl
A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism.
CoRR
Augustine N. Mavor-Parker, Andrea Banino, Lewis D. Griffin, Caswell Barry
2022 J jnl
Functional Connectome: Approximating Brain Networks with Artificial Neural Networks.
CoRR
Sihao Liu, Augustine N. Mavor-Parker, Caswell Barry
2022 A* conf
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation.
ICML
Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin
2022 J jnl
Temporally Extended Successor Representations.
CoRR
Matthew J. Sargent, Peter J. Bentley, Caswell Barry, William de Cothi
2021 J jnl
Choice of method of place cell classification determines the population of cells identified.
PLoS Comput. Biol.
Dori M. Grijseels, Kira Shaw, Caswell Barry, Catherine N. Hall
2021 J jnl
Escaping Stochastic Traps with Aleatoric Mapping Agents.
CoRR
Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin
2020 A* conf
MEMO: A Deep Network for Flexible Combination of Episodic Memories.
ICLR
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew M. Botvinick, Dharshan Kumaran, Charles Blundell
2020 J jnl
MEMO: A Deep Network for Flexible Combination of Episodic Memories.
CoRR
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew M. Botvinick, Dharshan Kumaran, Charles Blundell
2019 J jnl
Efficient neural decoding of self-location with a deep recurrent network.
PLoS Comput. Biol.
Ardi Tampuu, Tambet Matiisen, H. Freyja Ólafsdóttir, Caswell Barry, Raul Vicente
2018 J jnl
Generalisation of structural knowledge in the Hippocampal-Entorhinal system.
CoRR
James C. R. Whittington, Timothy H. Muller, Caswell Barry, Timothy Edward John Behrens
2018 A* conf
Generalisation of structural knowledge in the hippocampal-entorhinal system.
NeurIPS
James C. R. Whittington, Timothy H. Muller, Shirely Mark, Caswell Barry, Tim E. J. Behrens
2018 J jnl
Vector-based navigation using grid-like representations in artificial agents.
Nat.
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