Can you retrieve code from a board?

I have a board that has code written with parameters that need adjusting, but lost the source files when my old computer died. Can I retrieve the code from the board itself?

you might be able to retrieve something from the board, but it will not be anywhere close to what you or I would consider code, its more like a binary dump of machine instructions

bummer. thanks.