19 citations · 19 across the 2 of their papers we have counts for
3 papers
How to build a cognitive map: insights from models of the hippocampal formation
James C. R. Whittington, David McCaffary, Jacob J. W. Bakermans +1
Learning and interpreting the structure of the environment is an innate feature of biological systems, and is integral to guiding flexible behaviours for evolutionary viability. Th…
Constellation: Learning relational abstractions over objects for compositional imagination
James C. R. Whittington, Rishabh Kabra, Loic Matthey +2
Learning structured representations of visual scenes is currently a major bottleneck to bridging perception with reasoning. While there has been exciting progress with slot-based m…
Generalisation of structural knowledge in the hippocampal-entorhinal system
James C. R. Whittington, Timothy H. Muller, Shirley Mark +2
A central problem to understanding intelligence is the concept of generalisation. This allows previously learnt structure to be exploited to solve tasks in novel situations differi…