Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recent study has shown that accurate knowledge of the false negative rate (FNR) of tests can significantly improve the diagnostic accuracy of spectrum-based fault localization. To understand the principles behind FNR modeling in this paper  study three error propagation probability (EPP) modeling approaches applied to a number of logic circuits from the 74XXX/ISCAS-85 benchmark suite. Monte Carlo simulations for random injected faults show that a deterministic approach that models gate behavior provides high accuracy (O(1%)), while probabilistic approaches that abstract from gate modeling generate higher prediction errors (O(10%)), which increase with the number of injected faults.
['Shekhar Gupta', 'Arjan J. C. van Gemund', 'Rui Abreu']
I am writing a research paper on a idea Probabilistic Error Propagation Modeling in Logic Circuits
[{"from": "human", "value": "I am writing a research paper on a idea Probabilistic Error Propagation Modeling in Logic Circuits"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recent study has shown that accurate knowledge of the false negative rate (FNR) of tests can significantly improve the diagnostic accuracy of spectrum-based fault localization. To understand the principles behind FNR modeling in this paper  study three error propagation probability (EPP) modeling approaches applied to a number of logic circuits from the 74XXX/ISCAS-85 benchmark suite. Monte Carlo simulations for random injected faults show that a deterministic approach that models gate behavior provides high accuracy (O(1%)), while probabilistic approaches that abstract from gate modeling generate higher prediction errors (O(10%)), which increase with the number of injected faults."}]