Event
ECE Distinguished Colloquium Speaker Series - Mingoo Seok, Columbia University
Friday, October 4, 2024
3:30 p.m.
Jeong H. Kim Engineering Building, Room 1110
Darcy Long
301 405 3114
dlong123@umd.edu
Speaker: Mingoo Seok, Professor
Columbia University
Title: SRAM-Based In-Memory Computing Hardware: Analog vs. Digital and Macros to Microprocessors
Abstract: SRAM-based in-memory computing (IMC) hardware has received significant research attention for its massive energy efficiency and
performance boost. In this seminar, we will introduce several recent macro prototypes which achieve state-of-the-art performance and energy efficiency
yet leverage different computing mechanisms such as capacitive coupling and fully digital. After this macro-level introduction, we will introduce recent
microprocessor prototypes that employ IMC-based accelerators, which can perform on-chip inferences at high energy efficiency and low latency.
Bio: Mingoo Seok is an Associate Professor of Electrical Engineering at Columbia University. His research interest covers various aspects of VLSI
hardware, including low-power variation-tolerant hardware, machine-learning hardware, and on-chip power management. He is the Solid-State Circuits
Society (SSCS) distinguished lecturer.
