GraCo uses reinforcement learning and graph consistency checks to jointly synthesize circuit topologies and transistor sizes, finding an inverter with about 5x fewer samples than random search and a faster NAND2 gate.
Smart- MSP: A self-adaptive multiple starting point optimization approach for analog circuit synthesis,
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GraCo -- A Graph Composer for Integrated Circuits
GraCo uses reinforcement learning and graph consistency checks to jointly synthesize circuit topologies and transistor sizes, finding an inverter with about 5x fewer samples than random search and a faster NAND2 gate.