Virtually all computations performed by the nervous system are subject to uncertainty and taking this into account is critical for making inferences about the outside world. For instance, imagine ...

The notion of free energy in inference derives from a mathematical method of inverting a probability distribution. If the brain knows the probability of its sensations (given a “generative model of ...