Mapped drives disconnect in Explorer

Is there a way to stop mapped drives from disconnecting. After an undetermined amount of time, any drive that is mapped to a network share will get a red X through it as if it were disconnected. If you click on it, it connects to the share. I think this may be causing some remote backup issues. Is there any way to stop this from happening? Any help would be appreciated.