Numerical simulation of a binary communication channel: Comparison between a replica calculation and an exact solution

D. R. C. Dominguez, M. Maravall, A. Turiel +2

The mutual information of a single-layer perceptron with $N$ Gaussian inputs and $P$ deterministic binary outputs is studied by numerical simulations. The relevant parameters of th…