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A restricted Boltzmann machine (RBM) is a type of neural network model that has a two-layer architecture. Any two units in the different layers are connected and in the same layer are not connected. Hybrid 3-order RBM (H3RBM) is used as a classifier without setting a threshold and its training time is very short. One feature parameter extracted from four-order and eight-order cumulants is used to...