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Classical adjoint-sensitivity analysis provides an elegant framework to efficiently compute the first-order sensitivities of a few circuit performances with respect to many circuit parameters. However, the computed sensitivity qualities are incremental in nature, hence only reflecting the performance changes under small perturbations of circuit parameters. In this paper, we rigorously extend the classical...
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