Can you find Windows Hardware Error Architecture (WHEA) logs in Event Viewer (maybe under Windows Logs → System in the sidebar)? If so, they should indicate which component is causing problems. WHEA errors could refer to virtually any hardware in your computer.
(note vendor and device ID which could be looked up on the internet)