AI-Designed RF Circuits
Novel Designs Beyond the State of the Art
Kaushik Sengupta
Professor of Electrical and Computer Engineering
Director, Integrated Micro-systems Research Laboratory
Co-Director, Princeton NextG
Princeton University
About the Lecture
The use of artificial intelligence and machine-learning methods to design radio-frequency, millimeter-wave and terahertz circuits that differ substantially from conventional human-designed circuits. The lecture may examine how AI can search extremely large design spaces, generate structures that appear unintuitive to human engineers, and in some applications produce circuits or electromagnetic systems that outperform traditional designs made for the same purpose.
About the Speaker
This lecture will discuss how artificial intelligence can be developed to design radio-frequency chips, why the resulting RF circuit designs can be strikingly different from those produced by human engineers, and how AI-designed circuits can achieve performance beyond conventional design approaches.