As @Rarst pointed out, there is no implementation of a favicon in the RSS spec (although there does seem to be one for Atom).
Feedburner (and other readers) rely on the de-facto standard that the favicon exists at the website root;
http://example.com/favicon.ico
Some clients may also try .png
or .gif
, but your safest bet is the standard .ico
.