Sure you can. But you might have a harder time opening one, especially if you’ve written bad checks in the past.
Most companies, when you try to open a checking account, will check a completely different database besides your credit reports. This database, managed by a company called ChexSystems, will let them know whether or not you’ve written bad checks in the past. If you have, it will be more difficult for you to open a checking account.