No expert here, but I'm thinking a 16MB Atari card is going to require 16MB... as I remember... the "Atari brand" 4MB & 16MB cards had a differen't number of components on the boards, but if it's a different brand then...
Nevermind, the Atari cards didn't take SIMMs, they had chips soldered to the boards.