If you want to strip a memory foam pillow it will depend on the type of memory foam pillow you own. A shredded memory foam pillow can be machine washed whole on a delicate cycle with mild detergent. A solid memory foam pillow can be stripped and the pillowcase and covers can be popped in the wash with your other laundry.