Events Calendar

ECE Seminar: Unlocking the Future: Designing Next-Generation AI Chips with AI Algorithms

Speaker: Dr. Sung Kyu Lim, Motorola Solutions Foundation Professor, Georgia Institute of Technology

Talk Title: Unlocking the Future: Designing Next-Generation AI Chips with AI Algorithms

Abstract: Data, chips, and algorithms form the backbone of the AI revolution, demanding hardware as sophisticated as orchestrating a bustling city. In this technological realm, GPUs and high-bandwidth memory are essential yet frequently strained by the immense volume of data traffic. By employing 2.5D and 3D IC architectures through heterogeneous integration, we can greatly enhance energy efficiency and reduce latency in data transfers. A key component of this advancement is the automation of design and simulation for heterogeneous AI chips, where powerful algorithms take the lead, rather than humans. This remarkable capability hinges on advanced electronic design automation (EDA) tools. At Georgia Tech, my research team merges AI-driven and traditional algorithms to bolster EDA capabilities, specifically engineered for developing cutting-edge heterogeneous AI chips. In my talk, I will spotlight these innovations and address the ongoing challenges in AI chip design and EDA.

Biography: Prof. Sung Kyu Lim earned his Ph.D. in Computer Science from UCLA in 2000. Since 2001, he has been a faculty member at the School of Electrical and Computer Engineering at the Georgia Institute of Technology. His research explores the architecture, design, and electronic design automation (EDA) of 2.5D and 3D integrated circuits, contributing to over 400 published papers. He received the Best Paper Awards from the IEEE Transactions on CAD in 2022 and the ACM Design Automation Conference in 2023. He is an IEEE Fellow and served as a program manager at DARPA's Microsystems Technology Office from 2022 to 2024.

Host: Dr. Peter Beerel, pabeerel@usc.edu

More Info: (USC NetID login required to join seminar)

Webcast: https://usc.zoom.us/j/98539005883?pwd=naX0FZKrFLJwk7umPV6nneLbvRzZQF.1

Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132 - LOCATION CHANGE

WebCast Link: https://usc.zoom.us/j/98539005883?pwd=naX0FZKrFLJwk7umPV6nneLbvRzZQF.1

Audiences: Everyone Is Invited

Contact: Mayumi Thrasher

Event Link: (USC NetID login required to join seminar)