I am new here also and struggled with the same decision recently. At the university I go to here in New Zealand the computer engineering course is basically a blend of computer science papers and electrical engineering papers. They don't have core computer engineering papers.
I decided that Electrical was the way for me and I hope to do a lot of hardware and software papers along the way. I really don't think there would be any disadvantage going either way though.