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 ...
In the ever-evolving toolkit of statistical analysis techniques, Bayesian statistics has emerged as a popular and powerful methodology for making decisions from data in the applied sciences. Bayesian ...
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