| 在一种扩展多层感知器模型中实现命题知识的语义推演 |
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| 引用本文： | 黄天民,裴峥.在一种扩展多层感知器模型中实现命题知识的语义推演[J].数学季刊,2003,18(3):247-257. |
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| 作者姓名： | 黄天民 裴峥 |
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| 作者单位： | Department of Applied Mathematics，Southwest Jiaotong Universi ty，Chengdu 610031，China |
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| 基金项目： | SupportedbytheNationalNaturalScienceFoundationofChina( 60 0 740 14 ) |
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| 摘 要： | § 1. Introduction Artificialintelligentisbasedonknowledgeexpression ,atthesametimeitisdependedonusingknowledge .Wecangetanalysisanddecisionandforecastbyusingknowledge .Inlogicsystem ,usingknowledgemeanslogicinferenceordeduction .Now ,manylogicsystemshavebeenproposedasformalmodelsforknowledgeexpressionandreasoning 1 ] ,2 ] ,6]— 9] .Althoughpropositionalcalculus(P(X) )isthesimplestlogicsystem ,itprovideswithuniversalmethodforotherlogicsystems.Asweknow ,reasoninginpropositionalcalculu…
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| 关 键 词： | 扩展多层感知器 模型 命题知识 语义推演 人工智能 神经元 逻辑系统 |
Implementing Semantic Deduction of Propositional Knowledge in an Extension Multi-layer Perceptron |
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| HUANG Tian-min,Pei Zheng.Implementing Semantic Deduction of Propositional Knowledge in an Extension Multi-layer Perceptron[J].Chinese Quarterly Journal of Mathematics,2003,18(3):247-257. |
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| Authors: | HUANG Tian-min Pei Zheng |
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| Institution: | DepartmentofAppliedMathematics,SouthzoestJiaotongUniversity,Chengdu610031,China |
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| Abstract: | The paper presents an extension multi-layer perceptron model that is capable of representing and reasoning propositional knowledge base. An extended version of propositional calculus is developed,and its some properties is discussed. Formulas of the extended calculus can be expressed in the extension multi-layer perceptron. Naturally, semantic deduction of propositional knowledge base can be imple-ment by the extension multi-layer perceptron, and by learning, an unknown formula set can be found. |
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| Keywords: | multi-layer perceptron extension multi-layer perce p tron propositional calculus propositional knowledge buse semantic deduction |
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