| 多值逻辑基本运算的神经网络实现 |
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| 引用本文： | 吕伟锋,毕净,沈继忠,姚茂群.多值逻辑基本运算的神经网络实现[J].电路与系统学报,2003,8(6):91-94. |
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| 作者姓名： | 吕伟锋 毕净 沈继忠 姚茂群 |
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| 作者单位： | 1. 浙江大学,信息与电子工程学系,浙江,杭州,310028
2. 杭州师范学院,信息工程学院,浙江,杭州,310036 |
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| 摘 要： | 多层感知器神经网络是典型的人工神经网络模型。算后，将其推广到多值逻辑。根据感知器神经元的分类特点，系统中的基本运算，从而也实现了任意三值逻辑函数。本文在分析二值感知器神经网络实现二值数字逻辑运采用三层前向稳健感知器神经网络实现了三值格代数。
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| 关 键 词： | 神经网络 感知器 多值逻辑 格代数系统 |
| 文章编号： | 1007-0249(2003)06-0091-04 |
| 修稿时间： | 2002年12月10 |
Realization of Neural Networks for Basic Operation on Multi-Valued Logic |
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| LU Wei-feng,BI Jing,SHEN Ji-zhong,YAO Mao-qun.Realization of Neural Networks for Basic Operation on Multi-Valued Logic[J].Journal of Circuits and Systems,2003,8(6):91-94. |
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| Authors: | LU Wei-feng BI Jing SHEN Ji-zhong YAO Mao-qun |
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| Affiliation: | LU Wei-feng1,BI Jing1,SHEN Ji-zhong1,YAO Mao-qun2 |
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| Abstract: | Multi layer perceptron(MLP) is a typical artificial neural network. In this paper, it is extended to multi-valued logic after analyzing implementation of binary logical operations based on MLP. Also, basic operations on ternary logic in post algebra are realized using three-layer feed-forward robust neural networks based on its classification property, accordingly arbitrary ternary logical functions can be realized. |
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| Keywords: | neural network perceptron multi-valued logic post algebra |
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