Antipsychotics. If symptoms of depression or mania persist in spite of treatment with other medications, adding an antipsychotic drug such as olanzapine (Zyprexa), risperidone (Risperdal), quetiapine (Seroquel), aripiprazole (Abilify), ziprasidone (Geodon), lurasidone (Latuda) or asenapine (Saphris) may help. Your doctor may prescribe some of these medications alone or along with a mood stabilizer.