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Dynamic Dilution for Perceptron Training
感知器的动态稀疏化学习

Keywords: Perceptron,learning algorithm,dynamic dilution,static dilution
感知器
,学习算法,动态稀疏化,神经网络

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Abstract:

In this paper, a dynamic dilution concept for perceptrons is proposed, which estimates the weights and reduces the number of connections at the same time. The dynamic dilution overcomes the weakness of the static dilution. Computer simulations are conducted to show its advantages.

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