Go into Options > Controls, press Remove Controller, then manually open x360ce. It's important to make sure it's running perfectly. Press the button on the controller when you return to Cuphead. On Sep 30, 2017:
Haphazardly Gaming Domain
Join
Now
gaming.haphazardly@gmail.com