  In this paper we provide an upper bound for the conjunction probability of
independent Gaussian smooth processes and then we prove that this bound is a
good approximation with exponentially smaller error. Our result confirms the
heuristic approximation by Euler characteristic method of Worsley and Friston
and also implies the exact value of generalized Pickands constant in a special
case. Some results for conjunction probability of correlated processes are also
discussed.
