Optimal Neural Tuning Curves for Efficient Coding

Videos (showing the process of optimization):

These tuning curves are obtained from maximizing the Mutual Information based on Efficient Coding Hypotheses. Based on

a Probabilistic model, the Mutual Information is represented exactly as an expectation, and efficiently computed by Monte

Carlo Methods.