notes
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index
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Karl Friston
A theory of cortical responses by Karl Friston in 2005
is the first discussion that he cites of his
free energy principle
Free Energy, Value, and Attractors by Friston and Ao in 2012
A free energy principle for a particular physics by Karl Friston in 2019
Markov blankets, information geometry and stochastic thermodynamics by Parr and Friston in 2020
He developed
dynamic causal modeling
in the context of analyzing fMRI data.
Links to this note
open documents
Dynamic causal modelling of COVID-19 by Karl Friston, Thomas Parr, Jean Daunizeau, Rosalyn Moran, et al in 2020
reading list
free energy principle
The free energy principle for action and perception A mathematical review by Christopher Buckley, Anil Seth, et al in 2017
system-environment distinction
probabilistic inference
variational inference
Bayesian brain hypothesis
dynamic causal modeling
Notions of intrinsic motivation by Martin Biehl in 2017
DEM A variational treatment of dynamic systems by Karl Friston and J Daunizeau in 2008
Becoming as inference
A theory of cortical responses by Karl Friston in 2005