Memory devices and applications for in-memory computing

A Sebastian, M Le Gallo, R Khaddam-Aljameh… - Nature …, 2020 - nature.com
Traditional von Neumann computing systems involve separate processing and memory
units. However, data movement is costly in terms of time and energy and this problem is …

In-memory computing with resistive switching devices

D Ielmini, HSP Wong - Nature electronics, 2018 - nature.com
Modern computers are based on the von Neumann architecture in which computation and
storage are physically separated: data are fetched from the memory unit, shuttled to the …

Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks

F Cai, S Kumar, T Van Vaerenbergh, X Sheng… - Nature …, 2020 - nature.com
To tackle important combinatorial optimization problems, a variety of annealing-inspired
computing accelerators, based on several different technology platforms, have been …

Room-temperature logic-in-memory operations in single-metallofullerene devices

J Li, S Hou, YR Yao, C Zhang, Q Wu, HC Wang… - Nature materials, 2022 - nature.com
In-memory computing provides an opportunity to meet the growing demands of large data-
driven applications such as machine learning, by colocating logic operations and data …

A full spectrum of computing-in-memory technologies

Z Sun, S Kvatinsky, X Si, A Mehonic, Y Cai… - Nature Electronics, 2023 - nature.com
Computing in memory (CIM) could be used to overcome the von Neumann bottleneck and to
provide sustainable improvements in computing throughput and energy efficiency …

Molecular-scale electronics: from concept to function

D Xiang, X Wang, C Jia, T Lee, X Guo - Chemical reviews, 2016 - ACS Publications
Creating functional electrical circuits using individual or ensemble molecules, often termed
as “molecular-scale electronics”, not only meets the increasing technical demands of the …

Organic memory and memristors: from mechanisms, materials to devices

L Yuan, S Liu, W Chen, F Fan… - Advanced Electronic …, 2021 - Wiley Online Library
Facing the exponential growth of data digital communications and the advent of artificial
intelligence, there is an urgent need for information technologies with huge storage capacity …

Towards oxide electronics: a roadmap

M Coll, J Fontcuberta, M Althammer, M Bibes… - Applied surface …, 2019 - orbit.dtu.dk
At the end of a rush lasting over half a century, in which CMOS technology has been
experiencing a constant and breathtaking increase of device speed and density, Moore's …

Recent progress in resistive random access memories: Materials, switching mechanisms, and performance

F Pan, S Gao, C Chen, C Song, F Zeng - Materials Science and …, 2014 - Elsevier
This review article attempts to provide a comprehensive review of the recent progress in the
so-called resistive random access memories (RRAMs). First, a brief introduction is presented …

Bio‐Inspired 3D Artificial Neuromorphic Circuits

X Liu, F Wang, J Su, Y Zhou… - Advanced Functional …, 2022 - Wiley Online Library
Neuromorphic circuits emulating the bio‐brain functionality via artificial devices have
achieved a substantial scientific leap in the past decade. However, even with the advent of …