Supplementary material to the Paper and Presentation B4.4 Machine Learning Based Procedural Circuit Sizing and DC Operating Point Prediction @ https://smacd-conference.org 2021
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Updated
Oct 13, 2023 - Jupyter Notebook
Supplementary material to the Paper and Presentation B4.4 Machine Learning Based Procedural Circuit Sizing and DC Operating Point Prediction @ https://smacd-conference.org 2021
Julia port of Prof. Boris Murmann's gm/ID Starter Kit https://web.stanford.edu/~murmann/gmid
Analog circuit reasoning gate before paper-circuit replication, sizing, and simulation.
gm/Id characterisation framework for SKY130 analog design: sweeps device inversion levels, extracts Id/W, intrinsic gain and ft, and sizes transistors from measured data instead of guesswork.
Two-stage Miller-compensated OTA and LDO regulator in SKY130 130nm: gm/Id sizing, 15-corner PVT characterisation, Monte Carlo offset, and measured loop stability.
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