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An illustration of (a) the shared feature learning from patches of the heterogeneous modalities, e.g., MRI and PET, with discriminative multi-modal DBM and (b, c) visualization of the learned weights in Gaussian RBMs (bottom) and those of the first hidden layer (top) from MRI and PET pathways in multi-modal DBM (25).
