its the same muscle being used, but different exercises. You could use them all to get som varaity in your workout. Generally, i have read that straight barbell curls hit the biceps more, because of the hand position. If you use an ez bar, the hands will be more rotated.. get it?
The difference is really nothing to get hung up about.