WEI Gang, HE Qianhua, OUYANG Jingzheng. ON THE FUNCTION APPROXIMATION ABILITY OF MULTI-LAYER PERCEPTRON[J]. INFORMATION AND CONTROL, 1996, 25(6): 321-324.
Citation:
WEI Gang, HE Qianhua, OUYANG Jingzheng. ON THE FUNCTION APPROXIMATION ABILITY OF MULTI-LAYER PERCEPTRON[J]. INFORMATION AND CONTROL, 1996, 25(6): 321-324.
WEI Gang, HE Qianhua, OUYANG Jingzheng. ON THE FUNCTION APPROXIMATION ABILITY OF MULTI-LAYER PERCEPTRON[J]. INFORMATION AND CONTROL, 1996, 25(6): 321-324.
Citation:
WEI Gang, HE Qianhua, OUYANG Jingzheng. ON THE FUNCTION APPROXIMATION ABILITY OF MULTI-LAYER PERCEPTRON[J]. INFORMATION AND CONTROL, 1996, 25(6): 321-324.
ON THE FUNCTION APPROXIMATION ABILITY OF MULTI-LAYER PERCEPTRON
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.
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