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.
An automated topology synthesis framework for analog integrated circuits,
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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.