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A Mathematical Study of the Rule Extraction of a 3-layered Feed-forward Neural Networks林志忠, Lin, Chih-chung Unknown Date (has links)
對於神經網路系統將提出一個法則萃取的方式,並從神經網路中得到相關法則。在這裡我們所提到的方法是根據反函數的觀念而得到的。 / A rule-extraction method of the layered feed-forward neural networks is proposed here for identifying the rules suggested in the network. The method that we propose for the trained layered feed-forward neural network is based on the inversion of the functions computed by each layer of the network. The new rule-extraction method back-propagates regions from the output layer back to the input layer, and we hope that the method can be used further to deal with the predicament of ANN being a black box.
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