My 2003 dodge neon won't start unless I take the battery terminal of and let it sit for a while. What could cause this?

If you don't remove the battery cable, does the Check Engine Light stay on? If it does, the ECM is being reset when you remove the battery cable. If this describes what is going on, check for codes by attaching a code reader or scan tool to the Data Link Connector under the dash.