Making Small Dowels

I recently posted a project that had wooden hinges and used 1/8" dowels to attach them.

The hinges were walnut and would have liked to use walnut dowels. I have made larger dowels down to 1/4" but nothing as small as I needed.

How can I make 1/8" dowels? Any suggestions?

(.-.)

Making Small Dowels