Go into the BIOS and somewhere in there you should be able to enable USB devices in DOS. This will allow you to use USB devices before the OS.
I've also got a feeling that this is nothing to do with the OS but a hardware problem.
Give us you system specifications.
Also get access to another machine, download and run MemTest86+
. See if this throws up any errors.