Choose Advanced Options...Startup Settings...then you should have a Restart button. Go ahead and click that.
The machine will restart to the Startup Settings screen. When it does, please hit the F5 key at the top of your keyboard to boot into Safe Mode with Networking.
Your machine should successfully boot into this mode. Let me know if it does.