Patent
1991-08-13
1996-08-13
Downs, Robert W.
G06K 900, G06F 1546
Patent
active
055465030
ABSTRACT:
In a neural network having neurons connected in a multi-layer, firstly, input signal sets are sequentially entered to statistically process the outputs of hidden neurons and determine the optimum number of hidden neurons. Secondly, while changing the input signal entered to each input neuron to the maximum change limit, the change of output values of the other input neurons are checked to thereby determine an unnecessary input neuron. Thirdly, the weights between input neurons and hidden neurons are set to be in correspondence with a hyperplane to enable pattern recognition.
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Abe Shigeo
Kawakami Junzo
Kayama Masahiro
Morooka Yasuo
Takatoo Masao
Downs Robert W.
Hitachi , Ltd.
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