Graph-based hierarchical retrieval of circuit diagrams achieves 0.881 top-5 type-level accuracy, beating image-based baselines (best 0.627), by extracting components and nets from images and comparing graph structures.
An Automated Circuit Topology Generation and Optimization Method for CMOS Low -Noise Amplifiers,
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Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation
Graph-based hierarchical retrieval of circuit diagrams achieves 0.881 top-5 type-level accuracy, beating image-based baselines (best 0.627), by extracting components and nets from images and comparing graph structures.