PURPOSE: Phase II trial to study the effectiveness of chemotherapy with topotecan, cyclophosphamide, cisplatin, and vincristine plus radiation therapy and peripheral stem cell transplantation in treating children with newly diagnosed medulloblastoma or supratentorial primitive neuroectodermal tumor.