Review of Artificial Intelligence Implementation in Electronic Design Automation Methods and Tools

Presenter Information

Katerina Kostova, Technical University of SofiaFollow
Lavdim Menxhiqi, University for Business and TechnologyFollow
Blerim Zylfiu, University for Business and TechnologyFollow
Galia Marinova, Technical University SofiaFollow

Session

Computer Science and Communication Engineering

Description

The paper is a review of the implementation of artificial intelligence (AI) in electronic design automation methods and tools. The implementation of AI in Modelling, Simulation, Synthesis, and integrated circuit (IC) Layout electronic design automation (EDA) Tools is first considered then the AI for printed circuit board (PCB) design tools is studied. The knowledge base and machine learning (supervised and reinforced learning) with neural networks (NN), multi-objective optimization, and hybrid method and the corresponding mathematical methods are discussed. Validation examples are considered. Since AI is a breakthrough innovation factor, the impact of its current and expected implementation in EDA tools by company developers on the market is discussed

Proceedings Editor

Edmond Hajrizi

ISBN

978-9951-550-95-6

Location

UBT Lipjan, Kosovo

Start Date

28-10-2023 8:00 AM

End Date

29-10-2023 6:00 PM

DOI

10.33107/ubt-ic.2023.284

Recommended Citation

Kostova, Katerina; Menxhiqi, Lavdim; Zylfiu, Blerim; and Marinova, Galia, "Review of Artificial Intelligence Implementation in Electronic Design Automation Methods and Tools" (2023). UBT International Conference. 20.
https://knowledgecenter.ubt-uni.net/conference/IC/CS/20