Try restarting the computer in "Safe Mode" or "Safe Mode with Networking" and see if you get the same problem. If you don't, then I would check the computer for viruses, malware, bad programs, etc. If the problem happens even in "Safe Mode" then I would be looking at hardware issues.
How to enter "Safe Mode" when booting the computer.
In Windows 8 and 10...
As your computer restarts, press F8 (possibly a few times) to enter "Safe Mode"
a. Press the "F4" key to Enable "Safe Mode".
(The computer will then start in "Safe Mode" with a minimal set of drivers and services.)
b. Press the "F5" key to Enable "Safe Mode" with Networking.
( Once "Safe Mode" with Networking starts, Windows is in Safe Mode, with additional network and services...