All the harmony remote works great with 5V !
Try to power with only usb-port=>it will work without any problem
(I have tested my 675 and my 885).
For my 675: I have 4xnimh 900mA/h (Uniross) which works fine, and I have made a rechargeable base for it too...no problem at all with that.