A Mathematical Walkthrough and Discussion of the Free Energy Principle.

Beren Millidge Anil K. Seth Christopher L. Buckley

Published in: CoRR (2021)

Keyphrases

free energy
belief propagation
competitive learning
upper bound
fixed point
approximate inference
graphical models
posterior distribution
message passing
parameter estimation
energy minimization
machine learning
markov random field
least squares
probability distribution
probabilistic model
feature selection