A 128x128 SRAM Macro with Embedded Matrix-Vector Multiplication Exploiting Passive Gain via MOS Capacitor for Machine Learning Application

• Published in: Proceedings of the Custom Integrated Circuits Conference pp. 1 - 2
• Main Authors: Rasul, Rezwan A, Chen, Mike Shuo-Wei
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.04.2021
• Subjects: Limiting; Linearity; Machine learning algorithms; Memory management; Ports (computers); Power demand; Random access memory

In-memory computing (IMC) has emerged as an attractive alternative to conventional digital implementation of machine learning algorithm, since it can achieve high energy efficiency by limiting the data movement between memory and processing unit. In prior IMC works, multi-bit input is encoded into e...