5 citations · 9 across the 3 of their papers we have counts for
4 papers
Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals
Timo Flesch, David G. Nagy, Andrew Saxe +1
Humans can learn several tasks in succession with minimal mutual interference but perform more poorly when trained on multiple tasks at once. The opposite is true for standard deep…
Collective self-trapping of atoms in a cavity
A. Dombi, T. W. Clark, F. I. B. Williams +5
We experimentally demonstrate optical dipole trapping of a cloud of cold atoms by means of a dynamically coupled mode of a high-finesse cavity. We show that the trap requires a col…
Semantic Compression of Episodic Memories
David G. Nagy, Balázs Török, Gergő Orbán
Storing knowledge of an agent's environment in the form of a probabilistic generative model has been established as a crucial ingredient in a multitude of cognitive tasks. Percepti…
Episodic memory for continual model learning
David G. Nagy, Gergő Orbán
Both the human brain and artificial learning agents operating in real-world or comparably complex environments are faced with the challenge of online model selection. In principle…