Building computers out of sliding block puzzles [pdf]
groups.csail.mit.edu
groups.csail.mit.edu
Well, I accomplished the goal, but far from minimally so.
The construction may be found in my paper "Limits of Rush Hour Logic Complexity" [1] that also considers oriented sliding pieces of just 1x1, that turn a sliding piece puzzle into a weird kind of maze.
However you do raise the possibility of longer-lasting computers in other harsh environments, specifically space. The Voyager probes work in part because the feature size of the components is huge (discrete transistors that are inspectable through a microscope and in some cases the naked eye). Such components are hard to come by these days. Micro mechanical devices might even be a superior approach. And for most space applications speed is not critical.