Originally Posted by OmaForFour
Buy some of the heat tape that puts pieces of batting together. You can get it at JHittleSewing.com (no affiliation to me. I just got it there.)
If you can buy the felting needle attachment for your machine, you can just 'felt' them together the same way it was made! :) We used to do this at the shop with our Janome felting machine.