Here are a few tricks I use during backup.
Keep your phone on home screen at all times. This could sometimes be the best way to ensure a successful iTunes backup.
Unplug and plug your devices. Some "invalid responses" are from loosen connections.
Restart or hard reset your device once or twice. This could also help.
Change another cable or another USB port, or both.