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Timo Flesch
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Orthogonal representations for robust context-dependent task performance in brains and neural networks
T Flesch, K Juechems, T Dumbalska, A Saxe, C Summerfield
Neuron 110 (7), 1258-1270. e11, 2022
140*2022
Comparing continual task learning in minds and machines
T Flesch, J Balaguer, R Dekker, H Nili, C Summerfield
Proceedings of the National Academy of Sciences 115 (44), E10313-E10322, 2018
1342018
Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals
T Flesch, DG Nagy, A Saxe, C Summerfield
PLOS Computational Biology 19 (1), e1010808, 2023
282023
Continual task learning in natural and artificial agents
T Flesch, A Saxe, C Summerfield
Trends in Neurosciences 46 (3), 199-210, 2023
142023
Modelling continual learning in humans with Hebbian context gating
T Flesch, D Nagy, A Saxe, C Summerfield
Computational and Systems Neuroscience (Cosyne), 2021
22021
Are task representations gated in macaque prefrontal cortex?
T Flesch, V Mante, W Newsome, A Saxe, C Summerfield, D Sussillo
arXiv preprint arXiv:2306.16733, 2023
2023
Out-of-sample scoring and automatic selection of causal estimators
E Kraev, T Flesch, HT Lekunze, M Harley, PP Morell
arXiv preprint arXiv:2212.10076, 2022
2022
Representation learning for continual task performance
T Flesch
University of Oxford, 2022
2022
Complementary Brain Signals for Categorical Decisions
PS Muhle-Karbe, T Flesch
Journal of Neuroscience 40 (30), 5706-5708, 2020
2020
Focused learning promotes continual task performance in humans
T Flesch, J Balaguer, R Dekker, H Nili, C Summerfield
bioRxiv, 247460, 2018
2018
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