Try this:
McMaster #85175k59 Neoprene/Vinyl/Buna-N Foam Rubber
Works good for me and it's from industrial supplier McMaster-Carr so
it's not real expensive.
I use a hot glue gun to hold it down, works great.
http://www.mcmaster.com/
JohnnyB