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Collective behavior from surprise minimization.
Heins C, Millidge B, Da Costa L, Mann RP, Friston KJ, Couzin ID. Heins C, et al. Among authors: da costa l. Proc Natl Acad Sci U S A. 2024 Apr 23;121(17):e2320239121. doi: 10.1073/pnas.2320239121. Epub 2024 Apr 17. Proc Natl Acad Sci U S A. 2024. PMID: 38630721 Free PMC article.
Bayesian mechanics for stationary processes.
Da Costa L, Friston K, Heins C, Pavliotis GA. Da Costa L, et al. Proc Math Phys Eng Sci. 2021 Dec;477(2256):20210518. doi: 10.1098/rspa.2021.0518. Epub 2021 Dec 8. Proc Math Phys Eng Sci. 2021. PMID: 35153603 Free PMC article.
On Bayesian mechanics: a physics of and by beliefs.
Ramstead MJD, Sakthivadivel DAR, Heins C, Koudahl M, Millidge B, Da Costa L, Klein B, Friston KJ. Ramstead MJD, et al. Among authors: da costa l. Interface Focus. 2023 Apr 14;13(3):20220029. doi: 10.1098/rsfs.2022.0029. eCollection 2023 Jun 6. Interface Focus. 2023. PMID: 37213925 Free PMC article.
Markov blankets, information geometry and stochastic thermodynamics.
Parr T, Da Costa L, Friston K. Parr T, et al. Among authors: da costa l. Philos Trans A Math Phys Eng Sci. 2020 Feb 7;378(2164):20190159. doi: 10.1098/rsta.2019.0159. Epub 2019 Dec 23. Philos Trans A Math Phys Eng Sci. 2020. PMID: 31865883 Free PMC article.
Generative Models for Active Vision.
Parr T, Sajid N, Da Costa L, Mirza MB, Friston KJ. Parr T, et al. Among authors: da costa l. Front Neurorobot. 2021 Apr 13;15:651432. doi: 10.3389/fnbot.2021.651432. eCollection 2021. Front Neurorobot. 2021. PMID: 33927605 Free PMC article.
Memory and Markov Blankets.
Parr T, Da Costa L, Heins C, Ramstead MJD, Friston KJ. Parr T, et al. Among authors: da costa l. Entropy (Basel). 2021 Aug 25;23(9):1105. doi: 10.3390/e23091105. Entropy (Basel). 2021. PMID: 34573730 Free PMC article.
Stochastic Chaos and Markov Blankets.
Friston K, Heins C, Ueltzhöffer K, Da Costa L, Parr T. Friston K, et al. Among authors: da costa l. Entropy (Basel). 2021 Sep 17;23(9):1220. doi: 10.3390/e23091220. Entropy (Basel). 2021. PMID: 34573845 Free PMC article.
Bayesian Brains and the Rényi Divergence.
Sajid N, Faccio F, Da Costa L, Parr T, Schmidhuber J, Friston K. Sajid N, et al. Among authors: da costa l. Neural Comput. 2022 Mar 23;34(4):829-855. doi: 10.1162/neco_a_01484. Neural Comput. 2022. PMID: 35231935
670 results