Sum of Diracs in Frequency Domain
ReLu in the frequency domain becomes convolution, NOT multiplication. 
See chapter 4.5 of the paper: "...in frequency domain, ReLu() acts as a convolution with the function of a known form. "
But you don't need to calculate it at every point because of the pooling.