It is even possible to use a .jpg, .gif or .png as a favicon.
And remember: do not write in capitals when using XHTML.
<link rel="shortcut icon" href="path/to/your/favicon.jpg" type="image/x-icon" />
for example would use a .jpg
Tons of tutorials are available too .. Google is your friend