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2020 – today
- 2024
[i9]Wilka Carvalho, Momchil S. Tomov, William de Cothi, Caswell Barry, Samuel J. Gershman:
Predictive representations: building blocks of intelligence. CoRR abs/2402.06590 (2024)- [i8]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 abs/2407.06756 (2024) - 2023
- [c5]Markus Frey, Christian F. Doeller, Caswell Barry:
Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks. CVPR 2023: 2113-2121 - [c4]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 - [i7]Markus Frey, Christian F. Doeller, Caswell Barry:
Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks. CoRR abs/2303.06367 (2023) - 2022
- [c3]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: 15220-15240 - [i6]Augustine N. Mavor-Parker, Andrea Banino, Lewis D. Griffin, Caswell Barry:
A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism. CoRR abs/2209.06356 (2022) - [i5]Matthew J. Sargent, Peter J. Bentley, Caswell Barry, William de Cothi:
Temporally Extended Successor Representations. CoRR abs/2209.12331 (2022) - [i4]Sihao Liu, Augustine N. Mavor-Parker, Caswell Barry:
Functional Connectome: Approximating Brain Networks with Artificial Neural Networks. CoRR abs/2211.12935 (2022) - 2021
- [j3]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) - [i3]Augustine N. Mavor-Parker, Kimberly A. Young, Caswell Barry, Lewis D. Griffin:
Escaping Stochastic Traps with Aleatoric Mapping Agents. CoRR abs/2102.04399 (2021) - 2020
- [c2]Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew M. Botvinick, Dharshan Kumaran, Charles Blundell:
MEMO: A Deep Network for Flexible Combination of Episodic Memories. ICLR 2020 - [i2]Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinícius Flores Zambaldi, Demis Hassabis, Caswell Barry, Matthew M. Botvinick, Dharshan Kumaran, Charles Blundell:
MEMO: A Deep Network for Flexible Combination of Episodic Memories. CoRR abs/2001.10913 (2020)
2010 – 2019
- 2019
- [j2]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) - 2018
- [j1]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): 429-433 (2018) - [c1]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: 8493-8504 - [i1]James C. R. Whittington, Timothy H. Muller, Caswell Barry, Timothy Edward John Behrens:
Generalisation of structural knowledge in the Hippocampal-Entorhinal system. CoRR abs/1805.09042 (2018)
Coauthor Index
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