Green’s Dictionary of Slang

brownie arcade n.

[the slot-machines that take 1 cent or a brownie n.1 (1b)]

(US black/Harlem) an amusement arcade.

[US] in ‘The Jiver’s Bible’ in D. Burley Orig. Hbk of Harlem Jive.