Here's my short list: Peter Norvig, Yann Lecun, Andrew Ng, Demis Hassabis, Michael I. Jordan, Ben Medlock, Jeff Dean, Jeff Hawkin, Steve Gould, Geoffery Hinton, Yoshua Bengio, Simon Osindero and Fei-Fei Li