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Quantifying causal emergence shows that macro can beat micro.
Hoel EP, Albantakis L, Tononi G. Hoel EP, et al. Among authors: albantakis l. Proc Natl Acad Sci U S A. 2013 Dec 3;110(49):19790-5. doi: 10.1073/pnas.1314922110. Epub 2013 Nov 18. Proc Natl Acad Sci U S A. 2013. PMID: 24248356 Free PMC article.
Black-boxing and cause-effect power.
Marshall W, Albantakis L, Tononi G. Marshall W, et al. Among authors: albantakis l. PLoS Comput Biol. 2018 Apr 23;14(4):e1006114. doi: 10.1371/journal.pcbi.1006114. eCollection 2018 Apr. PLoS Comput Biol. 2018. PMID: 29684020 Free PMC article.
PyPhi: A toolbox for integrated information theory.
Mayner WGP, Marshall W, Albantakis L, Findlay G, Marchman R, Tononi G. Mayner WGP, et al. Among authors: albantakis l. PLoS Comput Biol. 2018 Jul 26;14(7):e1006343. doi: 10.1371/journal.pcbi.1006343. eCollection 2018 Jul. PLoS Comput Biol. 2018. PMID: 30048445 Free PMC article.
A measure for intrinsic information.
Barbosa LS, Marshall W, Streipert S, Albantakis L, Tononi G. Barbosa LS, et al. Among authors: albantakis l. Sci Rep. 2020 Nov 2;10(1):18803. doi: 10.1038/s41598-020-75943-4. Sci Rep. 2020. PMID: 33139829 Free PMC article.
29 results