Quantifying causal emergence shows that macro can beat micro EP Hoel, L Albantakis, G Tononi Proceedings of the National Academy of Sciences 110 (49), 19790-19795, 2013 | 314 | 2013 |
When the map is better than the territory EP Hoel Entropy 19 (5), 188, 2017 | 126 | 2017 |
Can the macro beat the micro? Integrated information across spatiotemporal scales EP Hoel, L Albantakis, W Marshall, G Tononi Neuroscience of Consciousness 2016 (1), niw012, 2016 | 126 | 2016 |
The emergence of informative higher scales in complex networks B Klein, E Hoel Complexity 2020, 1-12, 2020 | 72 | 2020 |
The overfitted brain: Dreams evolved to assist generalization E Hoel Patterns 2 (5), 2021 | 67 | 2021 |
What caused what? A quantitative account of actual causation using dynamical causal networks L Albantakis, W Marshall, E Hoel, G Tononi Entropy 21 (5), 459, 2019 | 65 | 2019 |
Reduced Repertoire of Cortical Microstates and Neuronal Ensembles in Medically Induced Loss of Consciousness M Wenzel, S Han, EH Smith, E Hoel, B Greger, PA House, R Yuste Cell systems 8 (5), 467-474. e4, 2019 | 59 | 2019 |
Falsification and consciousness J Kleiner, E Hoel Neuroscience of Consciousness 2021 (1), niab001, 2021 | 50 | 2021 |
Emergence as the conversion of information: a unifying theory TF Varley, E Hoel Philosophical Transactions of the Royal Society A 380 (2227), 20210150, 2022 | 45 | 2022 |
Gene regulatory networks exhibit several kinds of memory: Quantification of memory in biological and random transcriptional networks S Biswas, S Manicka, E Hoel, M Levin Iscience 24 (3), 2021 | 39 | 2021 |
Synaptic refinement during development and its effect on slow-wave activity: a computational study EP Hoel, L Albantakis, C Cirelli, G Tononi Journal of neurophysiology 115 (4), 2199-2213, 2016 | 26 | 2016 |
Evolution and emergence: higher order information structure in protein interactomes across the tree of life B Klein, E Hoel, A Swain, R Griebenow, M Levin Integrative Biology 13 (12), 283-294, 2021 | 16 | 2021 |
Finding the right scale of a network: Efficient identification of causal emergence through spectral clustering R Griebenow, B Klein, E Hoel arXiv preprint arXiv:1908.07565, 2019 | 15 | 2019 |
Emergence of informative higher scales in biological systems: a computational toolkit for optimal prediction and control E Hoel, M Levin Communicative & Integrative Biology 13 (1), 108-118, 2020 | 14 | 2020 |
Agent above, atom below: how agents causally emerge from their underlying microphysics EP Hoel Wandering towards a goal: how can mindless mathematical laws give rise to …, 2018 | 14 | 2018 |
Causal emergence is widespread across measures of causation R Comolatti, E Hoel arXiv preprint arXiv:2202.01854, 2022 | 10 | 2022 |
What caused what? An irreducible account of actual causation L Albantakis, W Marshall, E Hoel, G Tononi Preprint. Available from, 2017 | 10 | 2017 |
Causal Geometry P Chvykov, E Hoel Entropy 23 (1), 24, 2020 | 7 | 2020 |
Evolution leads to emergence: an analysis of protein interactomes across the tree of life E Hoel, B Klein, A Swain, R Grebenow, M Levin BioRxiv, 2020.05. 03.074419, 2020 | 6 | 2020 |
Fiction in the Age of Screens EP Hoel The New Atlantis, 93-109, 2016 | 6 | 2016 |