We study the complex dynamics of a simple stochastic Boolean network. The i
nvestigated system is equivalent to a randomly connected Boolean cellular a
utomaton. The dynamical evolution of the cellular automaton is exactly desc
ribed by a polynomial map with binomial coefficients. We show that the map
is chaotic and the route to chaos is period-doubling bifurcations.