10th Symposium on Neural Network Applications in Electrical Engineering 2010
DOI: 10.1109/neurel.2010.5644091
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Hierarchical approach to diagnosis of electronic circuits using ANNs

Abstract:  Abstract-In this paper, we apply artificial neural networks (ANNs) to the diagnosis of a mixed-mode electronic circuit. In order to tackle the circuit complexity and to reduce the number of test points hierarchical approach to the diagnosis generation was implemented with two levels of decision: the system level and the circuit level. For every level, using the simulation-before-test (SBT) approach, fault dictionary was created first, containing data relating the fault code and the circuit response for a giv… Show more

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Cited by 2 publications
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“…An example will be given expressing both the nature of the subject and the underlying ideas. Short version of this paper was presented in NEUREL 2010 [5]. Besides the human expert that is performing the diagnosis, one needs tools that will help, and ideally, perform the diagnosis automatically.…”
Section: Introductionmentioning
confidence: 99%
“…An example will be given expressing both the nature of the subject and the underlying ideas. Short version of this paper was presented in NEUREL 2010 [5]. Besides the human expert that is performing the diagnosis, one needs tools that will help, and ideally, perform the diagnosis automatically.…”
Section: Introductionmentioning
confidence: 99%