fall is the best, but winter can be good too. Browns are pretty easy to catch, just get it out of your head that they are "smarter" and treat them like you do any other trout and you will do great. They like rocky areas and, in rivers, like faster water with rocks. They like runs and riffles the most.
Read my post on brown location for more advice