OK, so with just the 24 pin and 4/8 pin power connectors, CPU, and one stick of RAM, you're still getting no display on the monitor, and no beeps?
I would say it's likely that you have a faulty stick of RAM, you're basically left with either that, or in decreasing roder of probability, a short or bad connection, a bad board, or bad CPU.
You could try the motherboard outside the case, on a non conductive surface like cardboard (I usually use the motherboard box itself for this) with nothing else hooked up to rule out a short on the case or similar problems, but failing that I would try and obtain a second stick of RAM to test with, I feel that's most likely to be the issue here.