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eess.SP2020
AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs
Keertana Settaluri, Ameer Haj-Ali, Qijing Huang +2
Domain specialization under energy constraints in deeply-scaled CMOS has been driving the need for agile development of Systems on a Chip (SoCs). While digital subsystems have desi…
eess.SP2019
BagNet: Berkeley Analog Generator with Layout Optimizer Boosted with Deep Neural Networks
Kourosh Hakhamaneshi, Nick Werblun, Pieter Abbeel +1
The discrepancy between post-layout and schematic simulation results continues to widen in analog design due in part to the domination of layout parasitics. This paradigm shift is…