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IEEE/ICACT20240217 Slide.03
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Inspired by the traditional software testing, Neuron Coverage was proposed in 2018. Given a test input, it calculates the ratio of the number of neurons whose output values exceed threshold to the total number of neurons. The authors of origin NC assumed that a sample with a higher NC value is more difficult compared to the lower one. The assumption stems from the fact that a higher NC-valued sample requires the greater number of neuron explorations. | |
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