Bob is correct. The proper way to use it (according to the MLA handbook) is:
“We went to the store; however, it was closed.”
Of course if the sentence is something like this:
“I want to get to Devner however I can.” or “Finish the project however you please.” the usage above would of course not be appropriate.
See dictionary.com for more examles.