Patients undergo stereotactic radiosurgery on day -7. Patients receive oral temozolomide once daily on days 1-5 and oral erlotinib hydrochloride once daily on days 1-23. Treatment with temozolomide and erlotinib hydrochloride repeats every 28 days in the absence of disease progression or unacceptable toxicity.