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    From Image to Simulation: An ANN-based Automatic Circuit Netlist Generator (Img2Sim)
    (Institute of Electrical and Electronics Engineers Inc., 2022) Sertdemir, A.E.; Besenk, M.; Dalyan, T.; Gokdel, Y.D.; Afacan, E.
    This study proposes an Artificial Neural Network (ANN) based netlist generator: Img2Sim. The tool acquires an image of an electronic circuit, classifies the existing circuit elements, including active components (MOSFET, BJT, Op-Amp, etc.), with at least 98% accuracy, and decides the circuit topology and the connections with over 90% accuracy through a rule-based algorithm. Finally, it automatically yields a simulation-ready netlist for the circuit of concern. It is worth noting that some CAD tools have been developed before; however, they have mostly focused on recognizing the circuit elements only and, to our best knowledge, Img2Sim is the first CAD tool that creates the entire netlist for a given circuit in image format. © 2022 IEEE.