350w is not very strong for youre specs i think , might also be an idea to upgrade it to an stronger one.
I don't think the powersupply is the problem here , even though a weak
psu can cause similair problems but the problems where to suddon for that.
But im pretty sure youre specs inc. the next coming vid card , would like the extra juice.