Can be a single board, but the cool thing about the 104 form factor is they are stack-able if you need to expand the system (add more stuff).
http://en.wikipedia.org/wiki/PC/104
And because they are popular in industry they will commonly have RS232 and LPT built onto the main (first) board and run in high temperature environments.
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