ON THE FUNCTION APPROXIMATION ABILITY OF MULTI LAYER PERCEPTRON
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This paper gives a new conclusion on the function approximation ability of multilayer perceptron (MLP), which indicates that the function approximation ability of MLP is mainly determined by the number of the neurons in hidden layers, and has little relation to the activation function of neurons and the number of hidden layers.