The global regularity of the Navier-Stokes equations is not known yet. To understand the regularity problem, people try to distinguish the relevant physical quantities for the regularity. We consider this problem in the Fourier space. In particular, we introduce decomposition of velocity fields in the Fourier space and present certain regularity criterion in the Fourier space.