From decades of experience.... 12+ year old electrolytic caps are all bad caps. Get them replaced. The ones in your power supply also if it's one that can be opened. If your power supply is also antique, it could be the issue. If you can, post a video of the power up. Screen flashes can sometimes be helpful in diagnosing the problem on miggies.
Plaz