Mutual Information of Population Codes and Distance Measures in Probability Space
Mutual Information of Population Codes and Distance Measures in Probability Space
We studied the mutual information between a stimulus and a system consisting of stochastic, statistically independent elements that respond to a stimulus. Using statistical mechanical methods the properties of the mutual information (MI) in the limit of a large system size $N$ are calculated. For continuous valued stimuli, the MI …