Ultimately, it depends on the style of thesis/dissertation you're using. If your chapters are all standing alone as individual papers (I think most Ph.Ds are this way, but could be wrong), they'll each have their own reference section, and there is no chapter for references at the end. If you're using the more traditional format, references are one chapter at the end of the thesis/dissertation.