Cohorts of 3-6 patients receive escalating doses* of erlotinib hydrochloride until the maximum tolerated dose (MTD) is determined or preliminary results show no direct relationship between plasma and cerebrospinal fluid concentrations. The MTD is defined as the dose preceding that at which 2 of 3 or 2 of 6 patients experience dose-limiting toxicity.