Same thing happened to me. I just kept it connected to my laptop all night long and it had the USB plug icon on it and then this morning I wake up and about to take it to school, and a Low Battery signal came on. Additionally, as I was typing this, I had turned the device fully off and then plugged it to my laptop to charge once more, and it turned itself on by itself...
what's going on here????