A Twin-8T SRAM Computation-in-Memory Unit-Macro for Multibit CNN-Based AI Edge Processors
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Journal of Solid-State Circuits"
DOI: 10.1109/jssc.2019.2952773
Abstract: Computation-in-memory (CIM) is a promising candidate to improve the energy efficiency of multiply-and-accumulate (MAC) operations of artificial intelligence (AI) chips. This work presents an static random access memory (SRAM) CIM unit-macro using: 1) compact-rule compatible… read more here.
Keywords: computation memory; mac operations; unit; unit macro ... See more keywords
Process-Variation-Aware In-Memory Computation With Improved Linearity Using On-Chip Configurable Current-Steering Thermometric DAC
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2024.3422883
Abstract: The in-memory computation (IMC) is a potential technique to improve the speed and energy efficiency of data-intensive designs. However, the scalability of IMC to large systems is hindered by the non-linearities of analog multiply-and-accumulate (MAC)… read more here.
Keywords: linearity; mac operations; process variation; imc ... See more keywords