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 | 158* | 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 | 147 | 2018 |
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 | 35 | 2023 |
Continual task learning in natural and artificial agents T Flesch, A Saxe, C Summerfield Trends in neurosciences 46 (3), 199-210, 2023 | 20 | 2023 |
Modelling continual learning in humans with Hebbian context gating T Flesch, D Nagy, A Saxe, C Summerfield Computational and Systems Neuroscience (Cosyne), 2021 | 2 | 2021 |
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 | 1 | 2023 |
Complementary Brain Signals for Categorical Decisions PS Muhle-Karbe, T Flesch Journal of Neuroscience 40 (30), 5706-5708, 2020 | 1 | 2020 |
Encoding of 2D self-centered plans and world-centered positions in the rat frontal orienting field L Li, T Flesch, C Ma, J Li, Y Chen, HT Chen, JC Erlich bioRxiv 515968, 2024 | | 2024 |
Processes for modulating plant gene expression W Pelton, S Jevtic, T Flesch, A Brockman, N Kral WO Patent WO2023227632A1, 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 |
Focused learning promotes continual task performance in humans T Flesch, J Balaguer, R Dekker, H Nili, C Summerfield bioRxiv, 247460, 2018 | | 2018 |