  In this work we present a model for computation of random processes in
digital computers which solves the problem of periodic sequences and hidden
errors produced by correlations. We show that systems with non-invertible
non-linearities can produce unpredictable sequences of independent random
numbers. We illustrate our result with some numerical calculations related with
random walks simulations.
