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

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Oct 28th, 8:00 AM Oct 29th, 6:00 PM

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

UBT Lipjan, Kosovo

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