Although the idea of perception as an inference problem goes back to Helmholtz, it is only recently that we have seen the emergence of neural models of perception that embrace this idea. Here I shall review some of the basic perceptual phenomena that suggest powerful inferential processes at work inside our brains. I shall then describe some neural models of perceptual inference that attempt to...