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Logic optimization and equivalence checking by implication analysis
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Simulation-directed invariant mining for software verification
Proceedings of the conference on Design, automation and test in Europe
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In this paper, we propose a novel technique on mining relationships in a sequential circuit to discover global constraints. In contrast to the traditional learning methods, our mining algorithm can find important relationships among several nodes efficiently. The nodes involved may often span several time-frames, thus improving the deductibility of the problem instance. Experimental results demonstrate that the application of these global constraints to SAT-based bounded sequential equivalence checking can achieve one to two orders of magnitude speedup. In addition, because it is orthogonal to the underlying SAT solver, it can help to enhance the efficacy of typical SAT based verification flows.