The present invention relates to a method for treating a patient having suffered from severe aphasia associated with cerebrovascular accident chronic stage for at least three years, wherein said treatment consists essentially of administering a composition comprising 2-oxo-1-pyrrolidineacetamide as an active ingredient and a pharmaceutically acceptable carrier.