The Generalized Adjoint Network and Network Sensitivities

Fast, Non-Monte-Carlo Estimation of Transient Performance Variation Due to Device Mismatch

“…It is not surprising since both analyses are based on the principle of linear, adjoint sensitivity analysis [25].…”

Use of scattering parameters in the design of amplifiers of subnanosecond risetime

“…to (3)(4)(5)(6) in the numerically precise form required by the functional minimization algorithm is greatly facilitated through application of the concept of the adjoint network..~'**_--The adjoint N of H possess^ a topology identical to that of N.…”

Sensitivity technologies for large scale simulation.

“…Sensitivity analysis has been used extensively in electrical simulation. In fact, one of first adjoint method developments was initiated in this community [74]. Numerous work has been done over the years in particular to assess the performance and robustness of electrical circuits [203,82,57,173].…”