It corresponds to the right switch in Figure 1(a).
although dropout was suggested as an ad-hoc technique, recently it was theoretically proven that the dropout training in deep neural networks is an approximate Bayesian inference in deep Gaussian processes (Gal and Ghahramani, 2016).