Research Manuscript: New Normal for In-Memory Computing: Novel Circuits and Systems
Event TypeResearch Manuscript
In-memory and Near-memory Computing
TimeTuesday, July 12th10:30am - 12:00pm PDT
Location3002, Level 3
DescriptionWhile Compute-In-Memory offers significant advantages to improve the energy efficiency of AI hardware, several circuit and system level bottlenecks like peripheral usage, throughput, among others still limit their full potential. The session advances state-of-the-art in this domain by exploring model-aware and data-aware peripheral optimization, investigating novel photonic technologies and hybrid-precision hardware support.