That's not a complete complaint. If the password were your brainwaves, why would you still need to reset it? Did someone else steal your brain and you need to make sure they no longer have access?
Password databases get compromised all the time; so would a "brainprint" database. You can change a password.
It only takes one place where security standards aren't implemented properly to have your print leaked forever.
Never mind a malicious user managing to alter the code to leak the print before it's hashed.
Or even someone physically accosting you and retrieving a brain scan. They could do the same thing and force you to give up a password, but at least the password you can change later on.
For that matter, a password is always your choice to reveal or not, taking the cost and alternative into account. Biometric information isn't.