How does upsampling affect the PSD of the signal?

I have a lot of EEG signal data at sampling frequencies of 200Hz, 256Hz and 512Hz. I resampled all the signals and brought them to 256Hz. When I computed the PSD using pwelch function of MATLAB...

28 October 2015 6,981 3 View