It is actually possible.
See: CSS Tip: How to Make Circles Without Images. See demo.
But be warned, It has serious disadvantages in terms of compatibility basically, you are making a cat bark.
See it working here
As you will see you just have to set up the height
and width
to half the border-radius
Good luck!