| 前向多层代数神经网络隐层神经元数目估计方法 |
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| 引用本文： | 宣士斌. 前向多层代数神经网络隐层神经元数目估计方法[J]. 广西民族大学学报, 2000, 6(3): 193-192 |
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| 作者姓名： | 宣士斌 |
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| 作者单位： | 广西民族学院数学与计算机科学系!广西南宁530006 |
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| 摘 要： | 结合目前估计前向三层神经网络隐层神经元数目的方法 ,提出一种向量不交关系来确定多层(层数 >3)前向代数神经网络隐层神经元的数目 ,该方法只须估计出第一隐层神经元的数目 ,其余各层神经数目利用不交关系的算法随之确定 ,通过多项式代数函数实例表明 ,该方法有效
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| 关 键 词： | 不交关系 代数神经网络 隐层神经元 |
| 修稿时间： | 2000-03-25 |
A method to estimate the number of the hidden neurons in the feedforward algebra neural networks |
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| ZHOU Yong quan. A method to estimate the number of the hidden neurons in the feedforward algebra neural networks[J]. Journal of Guangxi University For Nationalities, 2000, 6(3): 193-192 |
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| Authors: | ZHOU Yong quan |
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| Abstract: | In this paper, a method of estimating the number of the hidden neurons in the three layered feedforward algebra neural networks is used. A disjoint relations based method is presented to estimate the number of hidden neurons in multiplayer perceptron network, firstly the number of first hidden neurons is estimated, other hidden neurons using algorithm of disjoint relations are estimated,examples show that method is efficiency. |
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| Keywords: | Disjoint relations Algebra neural networks Hidden neurons |
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