Noda was born on July 15, 1908, in Agnew's Village, Santa Clara, California, as the second son of Eitaro Noda, who had emigrated from a small village in the Kumamoto Prefecture of Japan.
Noda soon attended the California School of Fine Arts (CSFA-now San Francisco Art Institute.