Efficient Probabilistic Inference in Generic Neural Networks Trained with Non-Probabilistic Feedback

A. Emin Orhan, Wei Ji Ma

Animals perform near-optimal probabilistic inference in a wide range of psychophysical tasks. Probabilistic inference requires trial-to-trial representation of the uncertainties as…