Disclosed herein are methods and compositions for cell induction and treating neurological disorders, utilizing adherent stromal cells, which may, for example, be derived from placental tissue, bone marrow, or adipose tissue. Also provided are pharmaceutical compositions comprising the described cells, optionally in combination with pharmaceutically acceptable excipients.