Before revision:  In this paper, we present a mixture of experts model for predicting brain activity patterns . Given a new stimulus, the model predicts the entire brain activation as a weighted linear combination of activation of multiple experts .
After revision:  In this paper, we present a mixture of experts model for predicting brain activity patterns . Given a new stimulus, the model predicts the entire brain activation as a weighted linear combination of the activations of multiple linear experts and (ii) to learn multiple experts corresponding to different brain regions .