There are differences between RSS and Atom feeds. I don't know much about them so I can't give you more information. I do know that many places that accept RSS feeds also accept Atom feeds.
When I submit my feed, I usually submit the RSS feed URL. I do use the Atom feed for the Google Webmaster Tools as Google accepts the Atom feed instead of a Sitemap.
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