That could definitely be the issue. At least a 500W PSU for your AMD3700+ is really what you need.

And a 300W PSU in a PD system is way too small as those chips are quite power hungry. Manufacturers always cut costs on the PSU and put one in that just delivers enough power for the prebuild system.