PC boots only at black screen most of time

It looks like you have a few things going on. They are not necessarily related to each other.

1, 2, 3- No BIOS boot sequence on display: Go into the BIOS Settings > BOOT Tab. There should be settings there for "Quick Boot", and "Full Screen Logo", or similar wording. Set Quick boot to Disabled, Set Full Screen Logo to Enabled. Go to the EXIT Tab > Save Changes and Exit.

4- Black Marks. If you are talking about the two mound shaped dark shadows on the bottom of the display that is most likely due to some of the LED backlights inside the monitor being burned out. If so, this is a failed monitor problem that would require repair (if possible) or replacement.
This problem would have nothing to do with your other problems.

5- No boot device. This is normally due to your hard disk drive going offline. This could be due to a few things.
First, shut down and unplug the PC. Press the power button for about 30 seconds to discharge all power from the motherboard. Be sure to touch the metal case to discharge any static electricity on you before working inside the case!
If the inside of your case is very dusty, blow it out with a can of compressed air.
Now check all of your connections, particularly the cables going from the hard drive to the motherboard. Be sure these are pushed all the way in. Carefully check any PCI cards to be sure they are fully connected in their slots.
Test the PC again to see if this was all it was.

6- Video Freeze while gaming. This could be many things also, some related, some not. This should be tackled after dealing with boot issues.

The one thing that could tie in to all these problems is a failing power supply.
What size is your supply?
How old is it?
Brand and model #?

And as always, listing all of your PCs specs is important so we can have a picture of what we are dealing with.

Done some testing today.
1. I swap monitor and other monitor was working fine.
2. When I connect my monitor into other PC, I had black screen but with mouse cursor (on my computer doesn't show mouse cursor). Also when I turn my monitor on other PC, I could see logo of my monitor. After disconnected my monitor and plugged back to my computer.
3. Other monitor works fine on my PC just had reboot to get right resolution.

I attached screen shot of my BIOS, everything looked fine. Didn't found 'Quick Boot' or something similar.


Power Supply: 750w
PC Age: Around 3 years.
Brand and model: Asus (I build it from parts)


So far had other problem right now. My mouse keeps disconnecting, especially when I was looking at 'Davice Manager' had many times unplug and pug back to USB to make my mouse work again and again...
After a while, my mouse stopped disconnecting and so far no longer getting mouse disconnects.
Attached screen shot of 'Device Manager'.


Note: When my computer gives black screen, I don't see logo after turning on monitor but I can see for very short time my desktop and monitor stays black.
In addition, after turning computer on for enough times, I start getting video on monitor but for first time I had these 2 dark shadows. After seeing them, I had 1 more time restart my computer and worked fine.
After turning on, made restart once more but also all worked fine except had mouse problem.

Monitor 1 = Your monitor (problem monitor)
Monitor 2 = Swapped Monitor

If you connected Monitor 2 to your PC and it operates normally, and you connected Monitor 1 to another PC and it showed most of the same problems there, then you are dealing with a bad monitor.
You can attempt a repair, but it is sometimes cheaper to just buy a new one.

In your Device Manager you see the 2 items under "Other Devices"? Those are both for a USB controller. I can't see the rest of the list, but it looks like you have some USB drivers installed. I'll bet that the missing drivers are for your USB 3 controller.
Do you recall installing a USB 3 driver?