Generative AI for Next Generation Computer Design

Erscheinungsjahr 2026
ISBN: 978-3-032-33511-1
Verlag: Springer

Buch, Englisch, 229 Seiten, Format (B × H): 155 mm x 235 mm

This book serves as a single-source reference to the state-of-the-art in generative AI for next generation computer design. A renowned team of authors from academia and industry show how to design computers using tools and methods based on generative AI. The book also provides an introduction to generative AI in the context of electronic design automation, providing improved understanding of computer design process.

Provides state-of-the-art coverage of using generative AI to assist in computer system design; Offers readers an introduction to generative AI in the context of EDA; Enables readers to gain familiarity with generative AI methods, computer design criteria, and how to combine the two.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Topaloglu, Rasit Onur

Fachgebiete

• Mathematik | Informatik EDV | Informatik Technische Informatik Eingebettete Systeme
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Bauelemente, Schaltkreise
• Mathematik | Informatik EDV | Informatik Informatik Rechnerarchitektur

Inhaltsverzeichnis

Generative AI use in EDA.- Large Language Model LLM for Standard Cell Layout Design Optimization.- From Bugs to Fixes: HDL Bug Identification and Patching using LLMs and RAG.- Evaluating LLMs for Hardware Design and Test.- LLM for Logic Synthesis.- Analog Routing with Generative AI.- Circuit Synthesis Using Generative Adversarial Networks GANs.

Über Autor(innen)

Rasit Onur Topaloglu obtained his B.S. in Electrical & Electronic Engineering with High Honors from Bogazici University and Ph.D. in Computer Science and Engineering from University of California at San Diego. He has worked for companies such as AMD, GLOBALFOUNDRIES, IBM, and Qualcomm and most recently served as an Engineering Director in the industry. He has been recognized as IEEE Design Automation Conference Outstanding Innovator, IBM Master Inventor, and IBM Academy of Technology Member. As of 2026, he serves as the Secretary of ACM Poughkeepsie and Technical Program Chair for IEEE International Symposium on Quality Electronic Design. He previously edited or co-edited More than Moore Technologies for Next Generation Computer Design, Beyond-CMOS Technologies for Next Generation Computer Design, and Design Automation of Quantum Computers for Springer Nature.