Caswell Barry

According to our database, Caswell Barry authored at least 17 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour.

Tom M. George, Pierre Glaser, Kim Stachenfeld, Caswell Barry, Claudia Clopath

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Predictive Representations: Building Blocks of Intelligence.

Wilka Carvalho, Momchil S. Tomov, William de Cothi, Caswell Barry, Samuel J. Gershman

Neural Comput., 2024

Adult learners recall and recognition performance and affective feedback when learning from an AI-generated synthetic video.

Zoe Ruo-Yu Li, Caswell Barry, Mutlu Cukurova

CoRR, 2024

Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning.

Augustine N. Mavor-Parker, Matthew J. Sargent, Caswell Barry, Lewis D. Griffin, Clare Lyle

CoRR, 2024

2023

A generative model of the hippocampal formation trained with theta driven local learning rules.

Tom M. George, Kimberly L. Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks.

Markus Frey, Christian F. Doeller, Caswell Barry

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Functional Connectome: Approximating Brain Networks with Artificial Neural Networks.

Sihao Liu, Augustine N. Mavor-Parker, Caswell Barry

CoRR, 2022

Temporally Extended Successor Representations.

Matthew J. Sargent, Peter J. Bentley, Caswell Barry, William de Cothi

CoRR, 2022

A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism.

Augustine N. Mavor-Parker, Andrea Banino, Lewis D. Griffin, Caswell Barry

CoRR, 2022

How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation.

Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin

Proceedings of the International Conference on Machine Learning, 2022

2021

Choice of method of place cell classification determines the population of cells identified.

Dori M. Grijseels, Kira Shaw, Caswell Barry, Catherine N. Hall

PLoS Comput. Biol., 2021

Escaping Stochastic Traps with Aleatoric Mapping Agents.

Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin

CoRR, 2021

2020

MEMO: A Deep Network for Flexible Combination of Episodic Memories.

Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew M. Botvinick, Dharshan Kumaran, Charles Blundell

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Efficient neural decoding of self-location with a deep recurrent network.

Ardi Tampuu, Tambet Matiisen, H. Freyja Ólafsdóttir, Caswell Barry, Raul Vicente

PLoS Comput. Biol., 2019

2018

Vector-based navigation using grid-like representations in artificial agents.

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

Nat., 2018

Generalisation of structural knowledge in the Hippocampal-Entorhinal system.

James C. R. Whittington, Timothy H. Muller, Caswell Barry, Timothy Edward John Behrens

CoRR, 2018

Generalisation of structural knowledge in the hippocampal-entorhinal system.

James C. R. Whittington, Timothy H. Muller, Shirely Mark, Caswell Barry, Tim E. J. Behrens

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018