Img2Sim-V2: A CAD Tool for User-Independent Simulation of Circuits in Image Format
No Thumbnail Available
Date
2023
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers Inc.
Access Rights
info:eu-repo/semantics/closedAccess
Abstract
Composition of the simulation-ready representations of circuits may be laborius and also vulnerable to human-induced errors, which results in wasted effort before the design process. Artificial intelligence (AI)-aided approaches are used in various applications to minimize the human error, and automatize the Netlist generation process. In literature, presented studies are mostly focused on the recognition of circuit components. In the previous version of Img2Sim, both active and passive components can be detected with 90% accuracy while the netlist for a given circuit can be generated automatically. In this study, we propose Img2Sim-V2, which is an AI assisted mobile application that provides high detection accuracy for hand or computer-drawn electrical circuits, generates related circuit netlist and produces a circuit schematic. Additionally, proposed system performs basic electrical analyses (DC, AC, and Transient) through Python packages. © 2023 IEEE.
Description
Cadence; et al.; EuroPractice; SiliconGate; Synopsys; Teledyne Lecroy
19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2023 -- 3 July 2023 through 5 July 2023 -- Funchal -- 191285
19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2023 -- 3 July 2023 through 5 July 2023 -- Funchal -- 191285
Keywords
Ai, Circuit, Eda, Netlist, Simulation, Computer Aided Design, Electric Network Analysis, Cad Tool, Circuit Components, Design-Process, Eda, Generation Process, Human Errors, Image Format, Netlist, Simulation, User Independents, Timing Circuits
Journal or Series
Proceedings - 2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2023
WoS Q Value
Scopus Q Value
N/A
