In‐Memory Vector‐Matrix Multiplication in Monolithic Complementary Metal–Oxide–Semiconductor‐Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives

Amirsoleimani, Amirali; Alibart, Fabien; Yon, Victor; Xu, Jianxiong; Reza Pazhouhandeh, M.; Ecoffey, Serge; Beilliard, Yann; Genov, Roman; Drouin, Dominique

doi:10.1002/aisy.202000115

Public

In‐Memory Vector‐Matrix Multiplication in Monolithic Complementary Metal–Oxide–Semiconductor‐Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives

Published in Advanced Intelligent Systems • Aug 23, 2020

Authors:

Amirali Amirsoleimani

Fabien Alibart

Victor Yon

Abstract

The low communication bandwidth between memory and processing units in conventional von Neumann machines does not support the requirements of emerging applications that rely extensively on large sets of data. More recent computing paradigms, such as high parallelization and near‐memory computing, he...

Subject

Computer science

Von Neumann architecture

Bottleneck

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