From Image to Simulation: An ANN-based Automatic Circuit Netlist Generator (Img2Sim)
Küçük Resim Yok
Tarih
2022
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
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.
Açıklama
et al.;Infineon;INVENTVM;Power Integrations;STMicroeletronics;Synopsys
18th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2022 -- 12 June 2022 through 15 June 2022 -- -- 180847
18th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2022 -- 12 June 2022 through 15 June 2022 -- -- 180847
Anahtar Kelimeler
Artificial Intelligence, Circuit Simulation, Computer Vision, Image Processing, Object Detection, Computer Aided Design, Computer Vision, Neural Networks, Object Detection, Timing Circuits, Active Components, Automatic Circuits, Cad Tool, Circuit Elements, Electronics Circuits, Images Processing, Mosfets, Netlist, Network-Based, Objects Detection, Circuit Simulation
Kaynak
Proceedings - 2022 18th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2022
WoS Q Değeri
Scopus Q Değeri
N/A
