Hierarchical inference

cosmos 23rd November 2016 at 10:06pm
Inference

. Over the past years, we have pursued this perspective in a Bayesian framework to suggest that the brain employs hierarchical or empirical Bayes to infer the causes of its sensations (Friston, 2005). The hierarchical aspect is important because it allows the brain to learn its own priors and, implicitly, the intrinsic causal structure generating sensory data

See Hierarchical model, Free energy principle