Generalisation of structural knowledge in the hippocampal-entorhinal system. - James C. R. Whittington; Timothy H. Muller; Shirely Mark; Caswell Barry; Tim E. J. Behrens (NeurIPS, 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)

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; et al. (Nat., 2018)

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)

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 (ICLR, 2020)

Escaping Stochastic Traps with Aleatoric Mapping Agents. - Augustine N. Mavor-Parker; Kimberly A. Young; Caswell Barry; Lewis D. Griffin (CoRR, 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)

How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation. - Augustine N. Mavor-Parker; Kimberly A. Young; Caswell Barry; Lewis D. Griffin (ICML, 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)

Temporally Extended Successor Representations. - Matthew J. Sargent; Peter J. Bentley; Caswell Barry; William de Cothi (CoRR, 2022)

Functional Connectome: Approximating Brain Networks with Artificial Neural Networks. - Sihao Liu; Augustine N. Mavor-Parker; Caswell Barry (CoRR, 2022)

Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks. - Markus Frey; Christian F. Doeller; Caswell Barry (CVPR, 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 (NeurIPS, 2023)

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)

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)

Predictive Representations: Building Blocks of Intelligence. - Wilka Carvalho; Momchil S. Tomov; William de Cothi; Caswell Barry; Samuel J. Gershman (Neural Comput., 2024)

SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour. - Tom M. George; Pierre Glaser; Kim Stachenfeld; Caswell Barry; Claudia Clopath (ICLR, 2025)