Hello haiko,
Does the MIDI light on your interface blink when you play the keyboard? If not, there is no MIDI coming out of your keyboard, so you will need to enable MIDI transmission from your keyboard.
If it does blink, try setting reaper to record ALL MIDI channels instead of just one, and...