Another option is to make individual stones out of very thin slices of pink foam. They can be individually glued to foam core. I have never done this with random stone, but I have done it with cut stone:
Thanks very much Pete'. Great idea. How did you cut the foam thin and then the stone to size, That wall looks pretty good........ I would like to give it a try'...