You can also re-download previous purchases from the iTunes Store. In essense, iTunes Store purchases are "backed up" for you by Apple. If you want to re-download them to make them available on the computer, go the iTunes Store Purchased screen. There is a link on the iTunes Store Home screen, under QUICK LINKS.
You need to be logged in to iTunes Store using the same Apple ID used on the iPod touch.