This is one of the symptoms I sometimes have when the battery is going flat too - so if it's not topped up then it could be worth investigating that also
Had this fault on my car from when I bought it. As PVR says, 1 in 10 will become 1 in 5 etc. Dealer's first attempt at a fix was to replace a faulty fuse. I argued that it wasn't the problem and sure enough it did it again the next day. They decided to replace motor ( as PVR says- you can't) and sod's law decreed it was fine the morning when I took it in for the third time. Big argument ensued as they said 'we cant find the fault so we can't replace' but after a few words from me and a call to BMW UK they agreed to replace the screen. Been fine since.