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NEURAL NETWORK SYSTEM, CONSTRUCTION METHOD OF NEURAL NETWORK SYSTEM AND CONTROL PROGRAM OF NEURAL NETWORK SYSTEM

机译:神经网络系统,神经网络系统的构建方法和神经网络系统的控制程序

摘要

PROBLEM TO BE SOLVED: To provide a neural network system capable of outputting the accuracy of estimation with a result of the estimation in an expert system using a neural network for performing estimation processing such as estimating disease from a medical history or information of a medical checkup and predicting the changing situation.;SOLUTION: Plural neural networks having different components such as the number of nodes in an input layer, the number of intermediate layers, the number of nodes constituting the intermediate layers, the initial value of each weight coefficient and a learning method (an internode propagation function) are generated and subjected to the same leaning processing. Inference of an unknown pattern is performed with the plural neural networks described above, and the accuracy of a determination result is output as a value using variation of the inference.;COPYRIGHT: (C)2012,JPO&INPIT
机译:解决的问题:提供一种神经网络系统,该神经网络系统能够在专家系统中使用神经网络输出估计的准确性和估计结果,该神经网络用于执行估计处理,例如从病史或体检信息中估计疾病解决方案:多元神经网络具有不同的组成部分,例如输入层中的节点数,中间层数,构成中间层的节点数,每个权重系数的初始值和生成学习方法(节点间传播函数)并进行相同的学习处理。使用上述多个神经网络进行未知模式的推断,并使用推断的变化将确定结果的准确性作为值输出。;版权所有:(C)2012,JPO&INPIT

著录项

  • 公开/公告号JP2012018450A

    专利类型

  • 公开/公告日2012-01-26

    原文格式PDF

  • 申请/专利权人 KEIO GIJUKU;

    申请/专利号JP20100153765

  • 申请日2010-07-06

  • 分类号G06N3/04;G06N3/08;

  • 国家 JP

  • 入库时间 2022-08-21 17:42:23

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