Symbolic techniques in neural network based fault diagnosis of analog circuits

机译：基于神经网络的符号技术在模拟电路故障诊断中的应用

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The importance of symbolic analysis in the neural network approach to analog circuit fault diagnosis is discussed in this paper. Theoretical explanations and two explicative examples are presented, by taking into account the k-fault hypothesis.

机译：本文讨论了符号分析在神经网络方法对模拟电路故障诊断中的重要性。通过考虑k-fault假设，给出了理论解释和两个说明性示例。

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《2010 11th International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design》|2010年|p.1-4|共4页
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中图分类基本电子电路;
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1. Soft fault diagnosis for analog circuits based on slope fault feature and BP neural networks [J] . Hu Mei, Wang Hong, Hu Geng, Tsinghua Science and Technology . 2007,第S1期

机译：基于斜坡故障特征和BP神经网络的模拟电路软故障诊断
2. Soft Fault Diagnosis for Analog Circuits Based on Slope Fault Feature and BP Neural Networks [J] . HU Mei, WANG Hong, HU Geng, 清华大学学报（英文版） . 2007,第0z1期

机译：基于斜坡故障特征和BP神经网络的模拟电路软故障诊断。
3. A Novel Fault Diagnosis Method for Analog Circuits Based on Conditional Variational Neural Networks [J] . Gao Tianyu, Yang Jingli, Jiang Shouda, Circuits, systems and signal processing . 2021,第6期

机译：基于条件变分神经网络的模拟电路故障诊断方法
4. Symbolic techniques in neural network based fault diagnosis of analog circuits [C] . {missing} International Workshop on Symbolic and Numerical Methods, Modeling and Applications to Circuit Design . 2010

机译：基于神经网络的模拟电路故障诊断的象征性技术
5. A framework for the testing and fault diagnosis of analog and mixed signal circuits using artificial neural networks. [D] . Spina, Robert. 1996

机译：使用人工神经网络的模拟和混合信号电路测试和故障诊断的框架。
6. Graph-Based Symbolic Technique and Its Application in the Frequency Response Bound Analysis of Analog Integrated Circuits [O] . E. Tlelo-Cuautle, S. Rodriguez-Chavez, A. A. Palma-Rodriguez -1

机译：基于图的符号技术及其在模拟集成电路频率响应界分析中的应用
7. Fault Diagnosis in Analog Circuits via Symbolic Analysis Techniques [O] . Fawzi M, Bessam Z 2013

机译：模拟电路故障诊断通过符号分析技术
8. Fault Diagnosis of Nonlinear Analog Circuits. Volume IV. An Isolation Algorithm for the Analog Fault Dictionary. [R] . Elcherif, Y. S., Lin, P. M. 1983

机译：非线性模拟电路的故障诊断。第四卷。模拟故障字典的隔离算法。

Symbolic techniques in neural network based fault diagnosis of analog circuits

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