Actually, the day before yesterday, my phone (Samsung Galaxy Note 2) did something similar. I was playing with it plugged into the charger, I had 68% charge left on the battery and the phone screen flashed. I saw the battery drain to zero and then the phone had too little charge to restart. I left it off and charging over night, and yesterday it behaved perfectly fine. Not sure if this will help you. Good luck!
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