Neural Population Coding is Optimized by Discrete Tuning Curves

Alexander P. Nikitin, Nigel G. Stocks, Robert P. Morse +1

The sigmoidal tuning curve that maximizes the mutual information for a Poisson neuron, or population of Poisson neurons, is obtained. The optimal tuning curve is found to have a di…