Since this isn't happening in safe mode, a driver or third party app might be causing the issue.
You can test the drivers during startup using driver verifier: Using Driver Verifier to identify issues with Drivers
Warning: follow all warnings suggested on this. and I have not used this myself.
Also found this as a possible culprit: Igfxupdate.exe forces cpu to load @ 100% - Microsoft Community