you can, but it will put a lot more wear and tear on those shoes than they're meant to handle. I'd suggest buying hiking shoes. If you like the lightweight feeling of a good pair of running shoes, but want the durability of hiking shoes, check out the Virbam trek LS:
http://www.vibramfivefingers.com/products/Five-Fingers-Trek-LS-Mens.htm