HTML5 and iOS supports and expects favicon at multiple sizes. If we have a vector graphics (eps or svg file) for the logo, we can use it to generate all the required sizes by means of various online tools. Here's a commit from the Jamoma web site illustrating what's needed:
jamoma/JamomaWebSite@02aded0